| Artigo em conferência |
- Huber, M; Boutros, F; Luu, AT; Raja, K; Ramachandra, R; Damer, N; Neto, PC; et al. "SYN-MAD 2022: Competition on Face Morphing
Attack Detection Based on Privacy-aware Synthetic Training Data". 2022.
10.1109/ijcb54206.2022.10007950
- Pinto, JR; Carvalho, P; Pinto, C; Sousa, A; Capozzi, L; Cardoso, JS. "Streamlining Action Recognition in Autonomous Shared
Vehicles with an Audiovisual Cascade Strategy". 2022.
10.5220/0010838900003124
- Rio-Torto, I; Cardoso, JS; Teixeira, LF. "From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural
Language Explanation Generation". 2022.
10.1007/978-3-031-04881-4_5
- Montenegro, H; Silva, W; Cardoso, JS. "Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations".
2022.
- Costa, P; Gaudio, A; Campilho, A; Cardoso, JS. "Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning
and Transformation". 2022.
- Silva, W; Carvalho, M; Mavioso, C; Cardoso, MJ; Cardoso, JS. "Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment
Outcomes". 2022.
10.1007/978-3-031-04881-4_9
- Mata, D; Silva, W; Cardoso, JS. "Increased Robustness in Chest X-Ray Classification Through Clinical Report-Driven Regularization".
2022.
10.1007/978-3-031-04881-4_10
- Dumont, M; Correia, C; Sauvage, JF; Schwartz, N; Gray, M; Beltramo-Martin, O; Cardoso, J. "Deep learning for space-borne focal-plane
wavefront sensing". 2022.
10.1117/12.2628868
- Albuquerque, T; Moreira, A; Barros, B; Montezuma, D; Oliveira, SP; Neto, PC; Monteiro, JC; et al. "Quality Control in Digital
Pathology: Automatic Fragment Detection and Counting". 2022.
10.1109/embc48229.2022.9871208
- Neto, PC; Boutros, F; Pinto, JR; Damer, N; Sequeira, AF; Cardoso, JS; Bengherabi, M; et al. "OCFR 2022: Competition on Occluded
Face Recognition From Synthetically Generated Structure-Aware Occlusions". 2022.
10.1109/ijcb54206.2022.10007963
- Boutros, F; Damer, N; Kolf, JN; Raja, K; Kirchbuchner, F; Ramachandra, R; Kuijper, A; et al. "MFR 2021: Masked Face Recognition
Competition". 2021.
10.1109/ijcb52358.2021.9484337
- Neto, PC; Boutros, F; Pinto, JR; Saffari, M; Damer, N; Sequeira, AF; Cardoso, JS. "My Eyes Are Up Here: Promoting Focus on
Uncovered Regions in Masked Face Recognition". 2021.
10.1109/biosig52210.2021.9548320
- Albuquerque, T; Moreira, A; Cardoso, JS. "Deep Ordinal Focus Assessment for Whole Slide Images". 2021.
10.1109/iccvw54120.2021.00079
- Cruz, R; Prates, RM; Simas, EF; Costa, JFP; Cardoso, JS. "Background Invariance by Adversarial Learning". 2021.
10.1109/icpr48806.2021.9413004
- Neto, PC; Boutros, F; Pinto, JR; Darner, N; Sequeira, AF; Cardoso, JS. "FocusFace: Multi-task Contrastive Learning for Masked
Face Recognition". 2021.
10.1109/fg52635.2021.9666792
- Boutros, F; Damer, N; Kolf, JN; Raja, K; Kirchbuchner, F; Ramachandra, R; Kuijper, A; et al. "MFR 2021: Masked Face Recognition
Competition". 2021.
10.1109/ijcb52358.2021.9484337
- Neto, PC; Boutros, F; Pinto, JR; Saffari, M; Damer, N; Sequeira, AF; Cardoso, JS. "My Eyes Are Up Here: Promoting Focus on
Uncovered Regions in Masked Face Recognition". 2021.
10.1109/biosig52210.2021.9548320
- Albuquerque, T; Moreira, A; Cardoso, JS. "Deep Ordinal Focus Assessment for Whole Slide Images". 2021.
10.1109/iccvw54120.2021.00079
- Cruz, R; Prates, RM; Simas, EF; Costa, JFP; Cardoso, JS. "Background Invariance by Adversarial Learning". 2021.
10.1109/icpr48806.2021.9413004
- Neto, PC; Boutros, F; Pinto, JR; Darner, N; Sequeira, AF; Cardoso, JS. "FocusFace: Multi-task Contrastive Learning for Masked
Face Recognition". 2021.
10.1109/fg52635.2021.9666792
- Albuquerque, T; Cardoso, JS. "EMBEDDED REGULARIZATION FOR CLASSIFICATION OF COLPOSCOPIC IMAGES". 2021.
10.1109/isbi48211.2021.9433871
- de Sousa, IM; Oliveira, Md; Lisboa Filho, PN; Santos Cardoso, Jd. "Evaluation of the impact of domain adaptation on segmentation
of Multiple Sclerosis lesions in MRI". 2021.
10.1109/bibm52615.2021.9669533
- Gonçalves, T.; Silva, W.; Cardoso, J.. "Deep Aesthetic Assessment of Breast Cancer Surgery Outcomes". 2020.
10.1007/978-3-030-31635-8_236
- Ferreira, PM; Pernes, D; Rebelo, A; Cardoso, JS. "Learning signer-invariant representations with adversarial training". 2020.
10.1117/12.2559534
- Pinto, JR; Cardoso, JS. "Explaining ECG Biometrics: Is It All In The QRS?". 2020.
- Afonso Pereira, J; Sequeira, AF; Pernes, D; Cardoso, JS. "A robust fingerprint presentation attack detection method against
unseen attacks through adversarial learning". 2020.
- Pinto, JR; Cardoso, JS. "Self-Learning with Stochastic Triplet Loss". 2020.
10.1109/ijcnn48605.2020.9206799
- Silva, W; Poellinger, A; Cardoso, JS; Reyes, M. "Interpretability-guided content-based medical image retrieval". 2020.
10.1007/978-3-030-59710-8_30
- da Silva, EP; Ramos, EM; da Silva, LT; Cardoso, JS; Giraldi, GA. "Video Summarization through Total Variation, Deep Semi-supervised
Autoencoder and Clustering Algorithms". 2020.
10.5220/0008969303150322
- Sequeira, AF; Silva, W; Pinto, JR; Goncalves, T; Cardoso, JS. "Interpretable Biometrics: Should We Rethink How Presentation
Attack Detection is Evaluated?". 2020.
10.1109/iwbf49977.2020.9107949
- Pinto, JR; Cardoso, JS; Correia, MV. "Secure Triplet Loss for End-to-End Deep Biometrics". 2020.
10.1109/iwbf49977.2020.9107958
- Castro, E; Pereira, JC; Cardoso, JS. "Soft Rotation Equivariant Convolutional Neural Networks". 2020.
10.1109/ijcnn48605.2020.9206640
- Augusto P.; Cardoso J.S.; Fonseca J.. "Automotive Interior Sensing-Towards a Synergetic Approach between Anomaly Detection
and Action Recognition Strategies". 2020.
10.1109/ipas50080.2020.9334942
- de Oliveira, M; Santinelli, FB; Piacenti Silva, M; Rocha, FCG; Barbieri, FA; Lisboa, PN; Santos, JM; Cardoso, JD. "Quantification
of Brain Lesions in Multiple Sclerosis Patients using Segmentation by Convolutional Neural Networks". 2020.
10.1109/bibm49941.2020.9313244
- Pinto, JR; Gonçalves, T; Pinto, C; Sanhudo, L; Fonseca, J; Gonçalves, F; Carvalho, P; Cardoso, JS. "Audiovisual Classification
of Group Emotion Valence Using Activity Recognition Networks". 2020.
10.1109/ipas50080.2020.9334943
- Augusto P.; Cardoso J.S.; Fonseca J.. "Automotive Interior Sensing-Towards a Synergetic Approach between Anomaly Detection
and Action Recognition Strategies". 2020.
10.1109/ipas50080.2020.9334942
- de Oliveira, M; Santinelli, FB; Piacenti Silva, M; Rocha, FCG; Barbieri, FA; Lisboa, PN; Santos, JM; Cardoso, JD. "Quantification
of Brain Lesions in Multiple Sclerosis Patients using Segmentation by Convolutional Neural Networks". 2020.
10.1109/bibm49941.2020.9313244
- Pinto, JR; Gonçalves, T; Pinto, C; Sanhudo, L; Fonseca, J; Gonçalves, F; Carvalho, P; Cardoso, JS. "Audiovisual Classification
of Group Emotion Valence Using Activity Recognition Networks". 2020.
10.1109/ipas50080.2020.9334943
- Rebelo, J.; Fernandes, K.; Cardoso, J.S.. "Quality-based Regularization for Iterative Deep Image Segmentation". 2019.
10.1109/EMBC.2019.8857237
- Araújo, RJ; Cardoso, JS; Oliveira, HP. "A deep learning design for improving topology coherence in blood vessel segmentation".
2019.
10.1007/978-3-030-32239-7_11
- Sousa, J.; Rebelo, A.; Cardoso, J.S.. "Automation of Waste Sorting with Deep Learning". 2019.
10.1109/WVC.2019.8876924
- Silva, W; Fernandes, K; Cardoso, JS. "How to produce complementary explanations using an Ensemble Model". 2019.
10.1109/ijcnn.2019.8852409
- Alves, PG; Cardoso, JS; Do Bom Sucesso, M. "The Challenges of Applying Deep Learning for Hemangioma Lesion Segmentation".
2019.
10.1109/euvip.2018.8611730
- Oliveira, L; Cardoso, JS; Lourenço, A; Ahlström, C. "Driver drowsiness detection: A comparison between intrusive and non-intrusive
signal acquisition methods". 2019.
10.1109/euvip.2018.8611704
- Simas Filho, E.F.; Prates, R.M.; Ramos, R.P.; Cardoso, J.S.. "Power distribution insulators classification using image hybrid
deep learning". 2019.
10.23919/eusipco.2019.8903139
- Silva, W; Castro, E; Cardoso, MJ; Fitzal, F; Cardoso, JS. "DEEP KEYPOINT DETECTION FOR THE AESTHETIC EVALUATION OF BREAST
CANCER SURGERY OUTCOMES". 2019.
10.1109/ISBI.2019.8759331
- Castro, E; Pereira, JC; Cardoso, JS. "Weight Rotation as a Regularization Strategy in Convolutional Neural Networks". 2019.
10.1109/embc.2019.8856448
- Ferreira, P.M.; Sequeira, A.F.; Pernes, D.; Rebelo, A.; Cardoso, J.S.. "Adversarial learning for a robust iris presentation
attack detection method against unseen attack presentations". 2019.
- Cruz, R; Costa, JFP; Cardoso, JS. "Averse Deep Semantic Segmentation". 2019.
10.1109/embc.2019.8857385
- Pernes, D.; Cardoso, J.S.. "SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected Entities". 2019.
10.1109/IJCNN.2019.8851929
- Pinto, JR; Cardoso, JS. "An End-to-End Convolutional Neural Network for ECG-Based Biometric Authentication". 2019.
10.1109/btas46853.2019.9185990
- Pernes, D; Cardoso, JS. "SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected Entities". 2019.
- Fernandes, K; Cruz, R; Cardoso, JS. "Deep Image Segmentation by Quality Inference". 2018.
10.1109/ijcnn.2018.8489696
- Silva, W; Pinto, JR; Cardoso, JS. "A Uniform Performance Index for Ordinal Classification with Imbalanced Classes". 2018.
10.1109/ijcnn.2018.8489327
- Oliveira, L; Cardoso, JS; Lourenco, A; Ahlstrom, C. "Driver drowsiness detection: a comparison between intrusive and non-intrusive
signal acquisition methods". 2018.
- Alves, PG; Cardoso, JS; do Bom Sucesso, M. "The Challenges of Applying Deep Learning for Hemangioma Lesion Segmentation".
2018.
- Silva, W; Fernandes, K; Cardoso, MJ; Cardoso, JS. "Towards complementary explanations using deep neural networks". 2018.
10.1007/978-3-030-02628-8_15
- Castro, E; Cardoso, JS; Pereira, JC. "Elastic deformations for data augmentation in breast cancer mass detection". 2018.
10.1109/bhi.2018.8333411
- Cruz, R; Silveira, M; Cardoso, JS. "A Class Imbalance Ordinal Method for Alzheimer's Disease Classification". 2018.
10.1109/prni.2018.8423960
- Rosado, L; Silva, PT; Faria, J; Oliveira, J; Vasconcelos, MJM; Elias, D; Correia da Costa, JMC; Cardoso, JS. "mu SmartScope:
Towards a Fully Automated 3D-Printed Smartphone Microscope with Motorized Stage". 2018.
10.1007/978-3-319-94806-5_2
- Ferreira, P.M.; Sequeira, A.F.; Cardoso, J.S.; Rebelo, A.. "Robust Clustering-based Segmentation Methods for Fingerprint Recognition".
2018.
10.23919/BIOSIG.2018.8553022
- Fernandes, K.; Cardoso, J.S.. "Ordinal Image Segmentation using Deep Neural Networks". 2018.
10.1109/ijcnn.2018.8489527
- Silva, J.; Sousa, I.; Cardoso, J.. "Transfer learning approach for fall detection with the FARSEEING real-world dataset and
simulated falls". 2018.
10.1109/embc.2018.8513001
- Ferreira, Pedro M.; Sequeira, Ana F.; Cardoso, Jaime S.; Rebelo, Ana. "Robust Clustering-based Segmentation Methods for Fingerprint
Recognition". 2018.
- Fernandes, Kelwin; Cardoso, Jaime S.. "Ordinal Image Segmentation using Deep Neural Networks". 2018.
- Cruz,R; Kelwin Alexander Correia; Pinto Costa,JF; Ortiz,MP; Jaime Cardoso. "Combining ranking with traditional methods for
ordinal class imbalance". 2017.
http://dx.doi.org/10.1007/978-3-319-59147-6_46
- Silva, R; Cardoso, J; Sousa, F. "Measuring Impedance in Congestive Heart Failure". 2017.
10.3233/978-1-61499-761-0-157
- Ferreira, PM; Cardoso, JS; Rebelo, A. "Multimodal Learning for Sign Language Recognition". 2017.
10.1007/978-3-319-58838-4_35
- Fernandes, K; Cardoso, JS; Astrup, BS. "Automated Detection and Categorization of Genital Injuries Using Digital Colposcopy".
2017.
10.1007/978-3-319-58838-4_28
- Fernandes, K; Cardoso, JS; Fernandes, J. "Transfer Learning with Partial Observability Applied to Cervical Cancer Screening".
2017.
10.1007/978-3-319-58838-4_27
- Cruz, R; Fernandes, K; Pinto Costa, JFP; Perez Ortiz, MP; Cardoso, JS. "Combining Ranking with Traditional Methods for Ordinal
Class Imbalance". 2017.
10.1007/978-3-319-59147-6_46
- Cruz, R; Fernandes, K; Pinto Costa, JFP; Perez Ortiz, MP; Cardoso, JS. "Ordinal Class Imbalance with Ranking". 2017.
10.1007/978-3-319-58838-4_1
- Cruz, R; Fernandes, K; Pinto Costa, JFP; Cardoso, JS. "Constraining Type II Error: Building Intentionally Biased Classifiers".
2017.
10.1007/978-3-319-59147-6_47
- Perez Ortiz, M; Fernandes, K; Cruz, R; Cardoso, JS; Briceno, J; Hervas Martinez, C. "Fine-to-Coarse Ranking in Ordinal and
Imbalanced Domains: An Application to Liver Transplantation". 2017.
10.1007/978-3-319-59147-6_45
- Cardoso, JS; Marques, N; Dhungel, N; Carneiro, G; Bradley, AP. "MASS SEGMENTATION IN MAMMOGRAMS: A CROSS-SENSOR COMPARISON
OF DEEP AND TAILORED FEATURES". 2017.
10.1109/icip.2017.8296579
- Rosado, L.; Oliveira, J.; Vasconcelos, M.J.M.; Correia da Costa, J.M.; Elias, D.; Cardoso, J.S.. "µSmart scope: 3d-printed
smartphone microscope with motorized automated stage". 2017.
10.5220/0006155800380048
- Kelwin Alexander Correia; Jaime Cardoso; Palacios,H. "Learning and Ensembling Lexicographic Preference Trees with Multiple
Kernels". 2016.
http://dx.doi.org/10.1109/ijcnn.2016.7727464
- Hooshiar Zolfagharnasab; Jaime Cardoso; Hélder Filipe Oliveira. "Fitting of Breast Data Using Free Form Deformation Technique".
2016.
http://dx.doi.org/10.1007/978-3-319-41501-7_68
- Sequeira,AF; Thavalengal,S; Ferryman,J; Corcoran,P; Jaime Cardoso. "A Realistic Evaluation of Iris Presentation Attack Detection".
2016.
http://dx.doi.org/10.1109/tsp.2016.7760965
- Eiben,B; Lacher,R; Vavourakis,V; Hipwell,JH; Stoyanov,D; Williams,NR; Sabczynski,J; et al. "Breast Conserving Surgery Outcome
Prediction: A Patient-Specific, Integrated Multi-modal Imaging and Mechano-Biological Modelling Framework". 2016.
http://dx.doi.org/10.1007/978-3-319-41546-8_35
- Rosado,L; Correia da Costa,JMC; Elias,D; Jaime Cardoso. "Automated detection of malaria parasites on thick blood smears via
mobile devices". 2016.
http://dx.doi.org/10.1016/j.procs.2016.07.024
- Cruz,R; Kelwin Alexander Correia; Jaime Cardoso; Pinto Costa,JFP. "Tackling Class Imbalance with Ranking". 2016.
http://dx.doi.org/10.1109/ijcnn.2016.7727469
- Freitas,T; Alves,PG; Carpinteiro,C; Rodrigues,J; Fernandes,M; Castro,M; Monteiro,JC; Jaime Cardoso. "A Comparative Analysis
of Deep and Shallow Features for Multimodal Face Recognition in a Novel RGB-D-IR Dataset". 2016.
http://dx.doi.org/10.1007/978-3-319-50835-1_72
- Cruz, R.; Fernandes, K.; Cardoso, J.S.; Pinto Costa, J.F.. "Tackling class imbalance with ranking". 2016.
10.1109/ijcnn.2016.7727469
- Fernandes, K.; Cardoso, J.S.; Palacios, H.. "Learning and ensembling lexicographic preference trees with multiple kernels".
2016.
10.1109/ijcnn.2016.7727464
- Sequeira, A.F.; Thavalengal, S.; Ferryman, J.; Corcoran, P.; Cardoso, J.S.. "A realistic evaluation of iris presentation attack
detection". 2016.
10.1109/tsp.2016.7760965
- Rosado, L.; Da Costa, J.M.C.; Elias, D.; Cardoso, J.S.. "Automated Detection of Malaria Parasites on Thick Blood Smears via
Mobile Devices". 2016.
10.1016/j.procs.2016.07.024
- Ferreira,FT; Jaime Cardoso; Hélder Filipe Oliveira. "Video analysis in indoor soccer using a quadcopter". 2015.
- Eduardo José Pereira; Lucian Ciobanu; Jaime Cardoso. "Social Signaling Descriptor for Group Behaviour Analysis". 2015.
http://dx.doi.org/10.1007/978-3-319-19390-8_2
- Kandaswamy,C; Silva,LM; Jaime Cardoso. "Source-Target-Source Classification Using Stacked Denoising Autoencoders". 2015.
http://dx.doi.org/10.1007/978-3-319-19390-8_5
- Samaneh Khoshrou; Jaime Cardoso; Granger,E; Luís Filipe Teixeira. "Spatio-temporal fusion for learning of regions of interests
over multiple video streams". 2015.
http://dx.doi.org/10.1007/978-3-319-27863-6_47
- Monteiro,JC; Esteves,R; Santos,G; Fiadeiro,PT; Lobo,J; Jaime Cardoso. "A comparative analysis of two approaches to periocular
recognition in mobile scenarios". 2015.
http://dx.doi.org/10.1007/978-3-319-27863-6_25
- Costa,J; Jaime Cardoso. "Oadaboost an adaboost Variant for Ordinal Classification". 2015.
- João Carlos Monteiro; Jaime Cardoso. "A Novel Application of Universal Background Models for Periocular Recognition". 2015.
http://dx.doi.org/10.1007/978-3-319-27707-3_18
- Kelwin Alexander Correia; Jaime Cardoso; Fernandes,J. "Temporal Segmentation of Digital Colposcopies". 2015.
http://dx.doi.org/10.1007/978-3-319-19390-8_30
- João Carlos Monteiro; Jaime Cardoso. "Periocular recognition under unconstrained settings with universal background models".
2015.
- Wen, C.; Rebelo, A.; Zhang, J.; Cardoso, J.. "Classification of optical music symbols based on combined neural network". 2015.
10.1109/icmc.2014.7231590
- Monteiro, J.C.; Cardoso, J.S.. "Periocular recognition under unconstrained settings with universal background models". 2015.
- Ferreira, F.T.; Cardoso, J.S.; Oliveira, H.P.. "Video analysis in indoor soccer using a quadcopter". 2015.
10.5220/0005206000770086
- Costa, J.; Cardoso, J.S.. "Oadaboost an adaboost Variant for Ordinal Classification". 2015.
- Ana F. Sequeira; Juliano Murari; Jaime S. Cardoso. "Iris liveness detection methods in the mobile biometrics scenario". 2014.
10.1109/ijcnn.2014.6889816
- Anisa Allahdadi; Ricardo Morla; Jaime S. Cardoso. "Outlier detection in 802.11 wireless access points using Hidden Markov
Models". 2014.
10.1109/wmnc.2014.6878860
- João Pedro Monteiro; Hélder Filipe Oliveira; Aguiar,P; Jaime Cardoso. "A depth-map approach for automatic mice behavior recognition".
2014.
http://dx.doi.org/10.1109/icip.2014.7025458
- Sousa,R; Da Rocha Neto,AR; Barreto,GA; Jaime Cardoso; Coimbra,MT. "Reject option paradigm for the reduction of support vectors".
2014.
- Sequeira,AF; Hélder Filipe Oliveira; Monteiro,JC; João Pedro Monteiro; Jaime Cardoso. "MobILive 2014 - Mobile Iris Liveness
Detection Competition". 2014.
http://dx.doi.org/10.1109/btas.2014.6996290
- Domingues,I; Jaime Cardoso. "Using Bayesian surprise to detect calcifications in mammogram images". 2014.
http://dx.doi.org/10.1109/embc.2014.6943784
- Sílvia Neto Bessa; Domingues,I; Jaime Cardoso; Passarinho,P; Cardoso,P; Rodrigues,V; Lage,F. "Normal breast identification
in screening mammography: A study on 18 000 images". 2014.
http://dx.doi.org/10.1109/bibm.2014.6999178
- Pernes,Diogo; Jaime Cardoso; Hélder Filipe Oliveira. "Fitting of superquadrics for breast modelling by geometric distance
minimization". 2014.
http://dx.doi.org/10.1109/BIBM.2014.6999171
- Eduardo José Pereira; Lucian Ciobanu; Jaime Cardoso. "Context-based trajectory descriptor for human activity profiling". 2014.
http://dx.doi.org/10.1109/smc.2014.6974283
- Samaneh Khoshrou; Jaime Cardoso; Luís Filipe Teixeira. "Active Learning from Video Streams in a Multi-Camera Scenario". 2014.
http://dx.doi.org/10.1109/icpr.2014.224
- Sousa,R; Da Rocha Neto,AR; Jaime Cardoso; Barreto,GA. "Classification with reject option using the self-organizing map". 2014.
http://dx.doi.org/10.1007/978-3-319-11179-7_14
- Wen,C; Ana Maria Rebelo; Zhang,J; Jaime Cardoso. "Classification of optical music symbols based on combined neural network".
2014.
http://dx.doi.org/10.1109/icmc.2014.7231590
- Sequeira,AF; Murari,J; Jaime Cardoso. "Iris liveness detection methods in the mobile biometrics scenario". 2014.
http://dx.doi.org/10.1109/ijcnn.2014.6889816
- Ricardo Morla; Anisa Allahdadidastjerdi; Jaime Cardoso. "Outlier Detection in 802.11 Wireless Access Points Using Hidden Markov
Models". 2014.
http://dx.doi.org/10.1109/wmnc.2014.6878860
- Sequeira,AF; Murari,J; Jaime Cardoso. "Iris liveness detection methods in mobile applications". 2014.
- Bessa, S; Domingues, I; Cardoso, JS; Passarinho, P; Cardoso, P; Rodrigues, V; Lage, F. "Normal breast identification in screening
mammography: a study on 18 000 images". 2014.
10.1109/bibm.2014.6999178
- Pereira, E.M.; Ciobanu, L.; Cardoso, J.S.. "Context-based trajectory descriptor for human activity profiling". 2014.
10.1109/smc.2014.6974283
- Sousa, R.; Da Rocha Neto, A.R.; Barreto, G.A.; Cardoso, J.S.; Coimbra, M.T.. "Reject option paradigm for the reduction of
support vectors". 2014.
- Domingues, I.; Cardoso, J.S.. "Using Bayesian surprise to detect calcifications in mammogram images". 2014.
10.1109/embc.2014.6943784
- Sequeira, A.F.; Murari, J.; Cardoso, J.S.. "Iris liveness detection methods in mobile applications". 2014.
10.5220/0004691800220033
- Khoshrou, S.; Cardoso, J.S.; Teixeira, L.F.. "Active learning from video streams in a multi-camera scenario". 2014.
10.1109/ICPR.2014.224
- Pernes, D.; Cardoso, J.S.; Oliveira, H.P.. "Fitting of superquadrics for breast modelling by geometric distance minimization".
2014.
10.1109/BIBM.2014.6999171
- Sequeira, A.F.; Oliveira, H.P.; Monteiro, J.C.; Monteiro, J.P.; Cardoso, J.S.. "MobILive 2014 - Mobile Iris Liveness Detection
Competition". 2014.
10.1109/btas.2014.6996290
- Monteiro, J.P.; Oliveira, H.P.; Aguiar, P.; Cardoso, J.S.. "A depth-map approach for automatic mice behavior recognition".
2014.
10.1109/ICIP.2014.7025458
- Ana Maria Rebelo; Jaime Cardoso. "Staff line Detection and Removal in the Grayscale Domain". 2013.
http://dx.doi.org/10.1109/icdar.2013.20
- Hélder Filipe Oliveira; Silva,MD; Magalhães,A; Maria João Cardoso; Jaime Cardoso. "Is Kinect Depth Data Accurate for the Aesthetic
Evaluation after Breast Cancer Surgeries?". 2013.
http://dx.doi.org/10.1007/978-3-642-38628-2_31
- Monteiro,JC; Hélder Filipe Oliveira; Sequeira,AF; Jaime Cardoso. "Robust Iris Segmentation under Unconstrained Settings".
2013.
- Allahdadi,A; Ricardo Morla; Aguiar,A; Jaime Cardoso. "Predicting short 802.11 sessions from RADIUS usage data". 2013.
http://dx.doi.org/10.1109/LCNW.2013.6758491
- Ana Maria Rebelo; André Marçal; Jaime Cardoso. "Global Constraints for Syntactic Consistency in OMR: An Ongoing Approach".
2013.
http://dx.doi.org/10.1007/978-3-642-39094-4_84
- Pereira,EM; Jaime Cardoso; Ricardo Morla. "Motion flow tracking in unconstrained videos for retail scenario". 2013.
http://dx.doi.org/10.1007/978-3-642-38628-2_40
- Rebelo, A.; Cardoso, J.S.. "Staff line detection and removal in the grayscale domain". 2013.
10.1109/ICDAR.2013.20
- Pancerz, K.; Piatek, L.; Andrushevich, A.; Bazan, J.; Cardoso, J.; Clifton, D.; Drahansky, M.; et al. "International workshop
on Artificial Intelligence in Medical Applications". 2013.
- Monteiro, J.C.; Oliveira, H.P.; Sequeira, A.F.; Cardoso, J.S.. "Robust iris segmentation under unconstrained settings". 2013.
- Allahdadi, A.; Morla, R.; Aguiar, A.; Cardoso, J.S.. "Predicting short 802.11 sessions from RADIUS usage data". 2013.
10.1109/LCNW.2013.6758491
- Jaime Cardoso; Samaneh Khoshrou; Luís Teixeira. "Evaluation of different incremental learning methods for video surveillance
scenarios". 2012.
- Jaime Cardoso; Andre Baltazar; Luis Gustavo Martins. "Zatlab: A Gesture Analysis System to Music Interaction". 2012.
- Inês Campos Domingues; Jaime Cardoso; Ricardo Jorge Sousa. "Ordinal Data Classification Using Kernel Discriminant Analysis:
A Comparison of Three Approaches". 2012.
- Jaime Cardoso; João Carlos Monteiro. "Multimodal biometric recognition under unconstrained settings". 2012.
- Hélder Filipe Oliveira; Ana Filipa Sequeira; Jaime Cardoso; João Carlos Monteiro. "Gradient Flow Based Iris Segmentation on
Noisy Images". 2012.
- Jaime Cardoso; Eduardo José Pereira; Ricardo Morla. "Motion Flow Trajectories: The Beginning of a Visual Perceptual Reasoning
System in a Unified Data-Driven Approach". 2012.
- André T. Magalhães; Hélder Filipe Oliveira; Jaime Cardoso; Maria João Cardoso. "Depth-Map Images for the Aesthetic Evaluation
of Breast Cancer Treatment". 2012.
- Pedro Cardoso; Inês Campos Domingues; Jaime Cardoso. "Identification of benign breasts during mammogram screening". 2012.
- Jaime Cardoso; Ana Filipa Sequeira; Samaneh Khoshrou. "Color feature selection for unconstrained iris recognition". 2012.
- Jaime Cardoso; Luís Teixiera; Pedro Miguel Carvalho; Luís Corte Real. "AUTOMATIC DESCRIPTION OF OBJECT APPEARANCES IN A WIDE-AREA
SURVEILLANCE SCENARIO". 2012.
- André Magalhães; Hélder Filipe Oliveira; Jaime Cardoso; Maria João Cardoso. "Simultaneous Detection of Prominent Points on
Breast Cancer Conservative Treatment Images". 2012.
- Cuihong Wen; Ana Maria Rebelo; Jaime Cardoso. "Music Symbols Segmentation through Recognition". 2012.
- Samaneh Khoshrou; Ana Filipa Sequeira; Jaime Cardoso. "Colour feature selection for an unconstrained iris recognition system".
2012.
- Hélder Filipe Oliveira; Jaime Cardoso. "Gradient Flow Based Detection of Prominent Points on BCCT Depth-Map Images". 2012.
- Paulo Aguiar; João Pedro Monteiro; Hélder Filipe Oliveira; Jaime Cardoso. "Depth-map Images for Automatic Mice Behavior Recognition".
2012.
- Jaime Cardoso; Ana Filipa Sequeira; Samaneh Khoshrou. "Colour feature selection for an unconstrained iris recognition system".
2012.
- Jaime Cardoso; Marco D. Silva; Hélder Filipe Oliveira. "Super-Resolution on Depth-Map Images". 2012.
- Cardoso, J.S.; Sousa, R.; Domingues, I.. "Ordinal data classification using kernel discriminant analysis: A comparison of
three approaches". 2012.
10.1109/icmla.2012.86
- Teixeira, L.F.; Carvalho, P.; Cardoso, J.S.; Corte-Real, L.. "Automatic description of object appearances in a wide-area surveillance
scenario". 2012.
10.1109/ICIP.2012.6467183
- Ajalmar Neto; Guilherme Barreto; Ricardo Jorge Sousa; Jaime Cardoso. "Diagnostic of pathology on the vertebral column with
embedded reject option". 2011.
- Telmo Pinto; Jaime Cardoso; Gilson Giraldi; Ana Maria Rebelo. "Music score binarization based on domain knowledge". 2011.
- Jaime Cardoso; Filipe Magalhães; Hélder Filipe Oliveira; Helder Matos. "Hand Geometry Based Recognition System - A New Method
with no Constraints on Image Acquisition". 2011.
- Ana Maria Rebelo; Ricardo Jorge Sousa; Jaime Cardoso. "Metric Learning for Music Symbol Recognition". 2011.
- André T. Magalhaes; António José Moura; Jaime Cardoso; Maria João Cardoso; Hélder Filipe Oliveira. "Aesthetic Evaluation After
Mastectomy and Immediate Breast Reconstruction using the BCCT.core Software". 2011.
- Jaime Cardoso; Guido Baroni; Hélder Filipe Oliveira; Paolo Patete. "Development of a BCCT Quantitative 3D Evaluation System
Through Low-Cost Solutions". 2011.
- Paulo Rodrigues; Gilson Giraldi; Jaime Cardoso; Luiz Neves; Luiz de Aquino; Diego Leite. "Surface Reconstruction for Generating
Digital Models of Prosthesis". 2011.
- Telmo Afonso Oliveira; Pedro Miguel Carvalho; Jaime Cardoso; Lucian Ciobanu; Luís Corte Real. "An Integrated Tracking Approach
to the Assessment of Object Description Models". 2011.
- Jaime Cardoso; André T. Magalhaes; Hélder Filipe Oliveira; João Soares; Anténio José Moura; Maria João Cardoso. "3D Model
for Aesthetic Objective Evaluation after Breast Cancer Surgery using Infrared Laser Projector". 2011.
- Ricardo Jorge Sousa; Jaime Cardoso. "Ensemble of decision trees with global constraints for ordinal classification". 2011.
- Inês Campos Domingues; Jaime Cardoso. "Max-Coupled Ordinal Classification". 2011.
- Jaime Cardoso; Inês Campos Domingues. "Max-Coupled Learning: Application To Breast Cancer". 2011.
- Ricardo Sousa; Hélder Filipe Oliveira; Jaime Cardoso. "Feature selection with complexity measure in a quadratic programming
setting". 2011.
- Hélder Filipe Oliveira; André T. Magalhães; Jaime Cardoso. "Kinect Based Method for the BCCT Quantitative 3D Evaluation".
2011.
- Pedro Miguel Carvalho; Jaime Cardoso; Luís Corte Real. "A Shortest Path Approach for Vibrating Line Detection and Tracking".
2011.
- Jaime Cardoso; Ricardo Jorge Sousa. "Aggregation of Decision Trees with Global Constraints for Ordinal Data". 2011.
- Ana Maria Rebelo; Jaime Cardoso. "Music Symbols Extraction Based on Domain Knowledge". 2011.
- Rebelo, A.; Tkaczuk, J.; Sousa, R.; Cardoso, J.S.. "Metric learning for music symbol recognition". 2011.
10.1109/icmla.2011.94
- Cardoso, J.S.; Domingues, I.. "Max-coupled learning: Application to breast cancer". 2011.
10.1109/icmla.2011.93
- Sousa, R.; Cardoso, J.S.. "Ensemble of decision trees with global constraints for ordinal classification". 2011.
10.1109/isda.2011.6121816
- De Aquino, L.C.M.; Leite, D.A.T.Q.; Giraldi, G.A.; Cardoso, J.S.; Rodrigues, P.S.S.; Neves, L.A.P.. "Surface reconstruction
for generating digital models of prosthesis". 2011.
10.5220/0003356601370142
- Calado, P.; Gomes, R.; Nogueira, M. B.; Cardoso, J.; Teixeira, P.; Sujit, P. B.; Sousa, J. B.. "Obstacle Avoidance Using Echo
Sounder Sonar". 2011.
10.1109/OCEANS-SPAIN.2011.6003585
- Jaime Cardoso; Ana Maria Rebelo. "Robust staffline thickness and distance estimation in binary and gray-level music scores".
2010.
- Hélder Filipe Oliveira; Jaime Cardoso; André Magalhães; Maria João Cardoso. "An accurate and interpretable model for BCCT.core".
2010.
- Hélder Filipe Oliveira; Jaime Cardoso; André Magalhães; Maria João Cardoso. "Improving the BCCT.core Model With Lateral Information".
2010.
- Ricardo Castro; Diamantino Freitas; Rui Araújo; Jaime Cardoso. "A New Linear Parametrisation for Peak Friction Coefficient
Estimation in Real Time". 2010.
- Joaquim Costa; Ricardo Jorge Sousa; Jaime Cardoso. "An all-at-once Unimodal SVM Approach for Ordinal Classification". 2010.
- Jaime Cardoso; Ricardo Jorge Sousa; Andre Magalhaes; Maria João Cardoso; Susy Costa. "A Preliminary Model to the Automatic
Prediction of Aesthetic Results in Breast Cancer Conservative Treatment". 2010.
- Ricardo Jorge Sousa; Jaime Cardoso. "An Ordinal Data Method for the Classification with Reject Option". 2010.
- Jaime Cardoso; Ricardo Jorge Sousa. "Classification Models with Global Constraints for Ordinal Data". 2010.
- Jakub Tkaczuk; Jaime Cardoso. "Microcalcification Detection in Full Field Mammograms". 2010.
- Ana Maria Rebelo; Jaime Cardoso. "Content aware music score pre-processing". 2010.
- Igor Amaral; Jaime Cardoso; Filipe Emanuel Coelho; Joaquim Pinto da Costa. "Hierarchical Medical Image Annotation Using SVM-based
Approaches". 2010.
- Jaime Cardoso; Hélder Filipe Oliveira. "BCCT.core Model Enhancement With Interpretability and Lateral Information". 2010.
- Maria João Cardoso; Pedro Passarinho; Joao Santa Comba; Ricardo Correia; Inês Campos Domingues; Jaime Cardoso; Igor Amaral;
Inês Moreira. "Pectoral muscle detection in mammograms based on the shortest path with endpoints learnt by SVMs". 2010.
- Inês Campos Domingues; Jaime Cardoso. "Multi-Source Automatic Breast Cancer Diagnosis". 2010.
- Ricardo Correia; Pedro Passarinho; Joao Santa Comba; Maria João Cardoso; Jaime Cardoso; Inês Campos Domingues; Igor Amaral;
Inês Moreira. "Pectoral muscle detection in mammograms based on polar coordinates and the shortest path". 2010.
- Cardoso, J.S.; Rebelo, A.. "Robust staffline thickness and distance estimation in binary and gray-level music scores". 2010.
10.1109/icpr.2010.458
- Oliveira, H.P.; Magalhães, A.; Cardoso, M.J.; Cardoso, J.S.. "Improving the BCCT.core model with lateral information". 2010.
10.1109/ITAB.2010.5687736
- Amaral, I.F.; Coelho, F.; Da Costa, J.F.P.; Cardoso, J.S.. "Hierarchical medical image annotation using SVM-based approaches".
2010.
10.1109/ITAB.2010.5687655
- Cardoso, J.S.; Sousa, R.. "Classification models with global constraints for ordinal data". 2010.
10.1109/ICMLA.2010.18
- Pinto Da Costa, J.F.; Sousa, R.; Cardoso, J.S.. "An all-at-once unimodal SVM approach for ordinal classification". 2010.
10.1109/ICMLA.2010.16
- Oliveira, H.P.; Magalhães, A.; Cardoso, M.J.; Cardoso, J.S.. "An accurate and interpretable model for BCCT.core". 2010.
10.1109/IEMBS.2010.5627778
- De Castro, R.; Araujo, R.E.; Cardoso, J.S.; Freitas, D.. "A new linear parametrization for peak friction coefficient estimation
in real time". 2010.
10.1109/vppc.2010.5729138
- Domingues, I.; Cardoso, J.S.; Amaral, I.; Moreira, I.; Passarinho, P.; Comba, J.S.; Correia, R.; Cardoso, M.J.. "Pectoral
muscle detection in mammograms based on the shortest path with endpoints learnt by SVMs". 2010.
10.1109/IEMBS.2010.5627168
- Cardoso, J.S.; Domingues, I.; Amaral, I.; Moreira, I.; Passarinho, P.; Comba, J.S.; Correia, R.; Cardoso, M.J.. "Pectoral
muscle detection in mammograms based on polar coordinates and the shortest path". 2010.
10.1109/IEMBS.2010.5626634
- Jaime Cardoso. "Stable Text Line Detection". 2009.
- Ricardo Jorge Sousa; Jaime Cardoso. "An Ordinal Data Method for the Classification with Reject Option". 2009.
- Ana Paula Afonso; Manuel Pérez Cota; Jaime Cardoso; Maria João Cardoso. "A Avaliação da Usabilidade de um Sistema Médico Inteligente:
BCCT.core". 2009.
- Jaime Cardoso; André Magalhães; Ricardo Jorge Sousa; Maria João Cardoso; Susy Costa. "Prediction Model of Asymmetry in Breast
Cancer Conservative Treatment (BCCT)". 2009.
- Jaime Cardoso; Giuseppe Catanuto; Mike Dixon; Susy Costa; Maria João Cardoso; Alexandre M. Munhoz; Douglas Macmillan; et al.
"Aesthetic Results Evaluation of Reduction Mammaplasties in Breast Cancer Treatment". 2009.
- Hélder Filipe Oliveira; Jaime Cardoso. "Image Retargeting Using Stable Paths". 2009.
- Jaime Cardoso; Maria João Cardoso; Ricardo Jorge Sousa; Luis Teixeira. "Breast Contour Detection with Stable Paths". 2009.
- Susy Costa; Maria João Cardoso; Ricardo Jorge Sousa; Jaime Cardoso. "Prediction of the aesthetic result in breast cancer conservative
treatment". 2009.
- Sousa, R.; Mora, B.; Cardoso, J.S.. "An ordinal data method for the classification with reject option". 2009.
10.1109/ICMLA.2009.11
- Oliveira, H.P.; Cardoso, J.S.. "Image retargeting using stable paths". 2009.
10.5220/0001785900400047
- Afonso, A.P.; Cardoso, J.S.; Cardoso, M.J.; Cota, M.P.. "The evaluation of the usability of an intelligent medical system:
BCCT.core | A avaliação da usabilidade de um sistema médico inteligente: BCCT.core". 2009.
- Carlos Guedes; Jaime Cardoso; Guilherme Artur Capela; Ana Maria Rebelo. "A Connected Path Approach for Staff Detection on
a Music Score". 2008.
- Filipe Emanuel Coelho; Jaime Cardoso; Luis Batista; Luis F. Teixeira. "Automatic System for the Recognition of Amounts in
Handwritten Cheques". 2008.
- Jaime Cardoso; Filipe Emanuel Coelho; Ricardo Jorge Sousa; Maria João Cardoso; Teresa Almeida; Andre Magalhaes. "Is Asymmetry
Enough for the Aesthetic Evaluation of Breast Cancer Conservative Treatment (BCCT)?". 2008.
- Ricardo Jorge Sousa; Jaime Cardoso; J. F. Pinto da Costa; Maria João Cardoso. "Breast Contour Detection with Shape Priors".
2008.
- Ana Maria Rebelo; Carlos Guedes; Jaime Cardoso; Guilherme Artur Capela. "Staff Line Detection and Removal with Stable Paths".
2008.
- Guilherme Artur Capela; Carlos Guedes; Jaime Cardoso; Ana Maria Rebelo. "Integrated Recognition System for Music Scores".
2008.
- Maria J. Cardoso; Jaime Cardoso. "Automatic Breast Contour Detection in Digital Photographs". 2008.
- Sousa, R.; Cardoso, J.S.; Da Costa, J.F.P.; Cardoso, M.J.. "Breast contour detection with shape priors". 2008.
10.1109/icip.2008.4712036
- Cardoso, J.S.; Capela, A.; Rebelo, A.; Guedes, C.. "A connected path approach for staff detection on a music score". 2008.
10.1109/icip.2008.4711927
- Capela, A.; Rebelo, A.; Cardoso, J.S.; Guedes, C.. "Staff line detection and removal with stable paths". 2008.
10.5220/0001937802630270
- Coelho, F.; Batista, L.; Teixeira, L.F.; Cardoso, J.S.. "Automatic system for the recognition of amounts in handwritten cheques".
2008.
10.5220/0001937303200324
- Capela, A.; Cardoso, J.S.; Rebelo, A.; Guedes, C.. "Integrated recognition systemfor music scores". 2008.
- Cardoso, J.S.; Teixeira, L.F.; Cardoso, M.J.. "Automatic breast contour detection in digital photographs". 2008.
- Jaime Cardoso; Jorge Carlos Cardoso; Luís Corte Real. "Object-Based Spatial Segmentation of Video Guided by Depth and Motion
Information". 2007.
- Jaime Cardoso. "Bandwidth-efficient byte stuffing". 2007.
- Jaime Cardoso; Maria João Cardoso. "Breast Contour Detection for the Aesthetic Evaluation of Breast Cancer Conservative Treatment".
2007.
- Jaime Cardoso; Joaquim Pinto da Costa; Ana Maria Rebelo; Carlos Guedes; Guilherme Artur Capela; Eurico Carrapatoso. "A Shortest
Path Approach for Staff Line Detection". 2007.
- Cardoso, J.S.; Cardoso, J.C.S.; Corte-Real, L.. "Object-based spatial segmentation of video guided by depth and motion information".
2007.
10.1109/WMVC.2007.31
- Cardoso, J.S.. "Bandwidth-efficient byte stuffing". 2007.
10.1109/ICC.2007.1022
- Rebelo, A.; Guedes, C.; Capela, A.; Carrapatoso, E.; Pinto Da Costa, J.F.; Cardoso, J.S.. "A shortest path approach for staff
line detection". 2007.
10.1109/AXMEDIS.2007.16
- Jaime Cardoso; Luís Gustavo Martins; Emmanouil Benetos; Constantine Kotropoulos; Margarita Kotti. "Automatic Speaker Segmentation
Using Multiple Features and Distance Measures: A Comparison of Three Approaches". 2006.
- Kotti, M.; Martins, L.G.P.M.; Benetos, E.; Cardoso, J.S.; Kotropoulos, C.. "Automatic speaker segmentation using multiple
features and distance measures: A comparison of three approaches". 2006.
10.1109/icme.2006.262727
- Jaime Cardoso; Joaquim Pinto da Costa; Maria João Cardoso. "SVMs Applied to Objective Aesthetic Evaluation of Conservative
Breast Cancer Treatment". 2005.
- Jaime Cardoso; Joaquim Pinto da Costa. "Classification of Ordinal Data Using Neural Networks". 2005.
- Cardoso, J.S.; Da Costa, J.F.P.; Cardoso, M.J.. "SVMs applied to objective aesthetic evaluation of conservative breast cancer
treatment". 2005.
10.1109/ijcnn.2005.1556292
- F. Hericourt; M. Koppetz; T. Erseghe; Jaime Cardoso; Paul Walland; G. Thomas. "The Application of Intimate Metadata in Post
Production". 2002.
- Jaime Cardoso; Phillip Tomé; Sérgio Cunha; Luisa Bastos; Telmo Cunha. "Utilização de DGPS para a Monitorização de Frotas em
Ambiente Urbano". 1999.
|
| Artigo em revista |
- Nuno Freitas; Daniel Silva; Carlos Mavioso; Maria J. Cardoso; Jaime S. Cardoso. "Deep Edge Detection Methods for the Automatic
Calculation of the Breast Contour". Bioengineering (2023): https://doi.org/10.3390/bioengineering10040401.
10.3390/bioengineering10040401
- Ricardo Cruz; Diana Teixeira e Silva; Tiago Gonçalves; Diogo Carneiro; Jaime S. Cardoso. "Two-Stage Framework for Faster Semantic
Segmentation". Sensors (2023): https://doi.org/10.3390/s23063092.
10.3390/s23063092
- Castro, E; Pereira, JC; Cardoso, JS. "Symmetry-based regularization in deep breast cancer screening". MEDICAL IMAGE ANALYSIS
(2023):
10.1016/j.media.2022.102690
- Albuquerque, T; Rosado, L; Cruz, R; Vasconcelos, MJM; Oliveira, T; Cardoso, JS. "Rethinking low-cost microscopy workflow:
Image enhancement using deep based Extended Depth of Field methods". Intelligent Systems with Applications (2023):
10.1016/j.iswa.2022.200170
- Neto, PC; Montezuma, D; de Oliveira, SP; Oliveira, D; Fraga, J; Monteiro, A; Monteiro, JC; et al. "A CAD System for Colorectal
Cancer from WSI: A Clinically Validated Interpretable ML-based Prototype". CoRR (2023):
- Montezuma, D; Oliveira, SP; Neto, PC; Oliveira, D; Monteiro, A; Cardoso, JS; Macedo Pinto, I. "Annotating for Artificial Intelligence
Applications in Digital Pathology: A Practical Guide for Pathologists and Researchers". Modern Pathology (2023):
10.1016/j.modpat.2022.100086
- Francisco Caetano; Pedro Carvalho; Jaime Cardoso. "Deep Anomaly Detection for In-Vehicle Monitoring—An Application-Oriented
Review". Applied Sciences (2022): https://doi.org/10.3390/app121910011.
10.3390/app121910011
- Pedro C. Neto; Sara P. Oliveira; Diana Montezuma; João Fraga; Ana Monteiro; Liliana Ribeiro; Sofia Gonçalves; Isabel M. Pinto;
Jaime S. Cardoso. "iMIL4PATH: A Semi-Supervised Interpretable Approach for Colorectal Whole-Slide Images". Cancers
(2022): https://doi.org/10.3390/cancers14102489.
10.3390/cancers14102489
- Diogo Pernes; Jaime S. Cardoso. "Tackling unsupervised multi-source domain adaptation with optimism and consistency". Expert
Systems with Applications 194 (2022): 116486-116486. https://doi.org/10.1016/j.eswa.2021.116486.
10.1016/j.eswa.2021.116486
- Diogo Pernes; Jaime S. Cardoso. "Tackling unsupervised multi-source domain adaptation with optimism and consistency". Expert
Systems with Applications 194 (2022): 116486-116486. https://doi.org/10.1016/j.eswa.2021.116486.
10.1016/j.eswa.2021.116486
- Tomé Albuquerque; Ricardo Cruz; Jaime S. Cardoso. "Quasi-Unimodal Distributions for Ordinal Classification". Mathematics
(2022): https://doi.org/10.3390/math10060980.
10.3390/math10060980
- Marcela de Oliveira; Marina Piacenti-Silva; Fernando Coronetti Gomes da Rocha; Jorge Manuel Santos; Jaime dos Santos Cardoso;
Paulo Noronha Lisboa-Filho. "Lesion Volume Quantification Using Two Convolutional Neural Networks in MRIs of Multiple Sclerosis
Patients". Diagnostics 12 2 (2022): 230-230. https://doi.org/10.3390/diagnostics12020230.
10.3390/diagnostics12020230
- Marcela de Oliveira; Marina Piacenti-Silva; Fernando Coronetti Gomes da Rocha; Jorge Manuel Santos; Jaime dos Santos Cardoso;
Paulo Noronha Lisboa-Filho. "Lesion Volume Quantification Using Two Convolutional Neural Networks in MRIs of Multiple Sclerosis
Patients". Diagnostics 12 2 (2022): 230-230. https://doi.org/10.3390/diagnostics12020230.
10.3390/diagnostics12020230
- Joao D. Nunes; Marcelo Carvalho; Diogo Carneiro; Jaime S. Cardoso. "Spiking Neural Networks: A Survey". IEEE Access
(2022): https://doi.org/10.1109/ACCESS.2022.3179968.
10.1109/ACCESS.2022.3179968
- Gonçalves, T; Torto, IR; Teixeira, LF; Cardoso, JS. "A survey on attention mechanisms for medical applications: are we moving
towards better algorithms?". CoRR (2022):
- Neto, PC; Gonçalves, T; Pinto, JR; Silva, W; Sequeira, AF; Ross, A; Cardoso, JS. "Explainable Biometrics in the Age of Deep
Learning". CoRR (2022):
- Neto, PC; Boutros, F; Pinto, JR; Damer, N; Sequeira, AF; Cardoso, JS; Bengherabi, M; et al. "OCFR 2022: Competition on Occluded
Face Recognition From Synthetically Generated Structure-Aware Occlusions". CoRR (2022):
- Pham, M; Alzul, R; Elder, E; French, J; Cardoso, J; Kaviani, A; Meybodi, F. "Evaluation of Vectra (R) XT 3D Surface Imaging
Technology in Measuring Breast Symmetry and Breast Volume". AESTHETIC PLASTIC SURGERY (2022):
10.1007/s00266-022-03087-z
- Helena Montenegro; Wilson Silva; Alex Gaudio; Matt Fredrikson; Asim Smailagic; Jaime S. Cardoso. "Privacy-Preserving Case-Based
Explanations: Enabling Visual Interpretability by Protecting Privacy". IEEE Access 10 (2022): 28333-28347. https://doi.org/10.1109/ACCESS.2022.3157589.
10.1109/ACCESS.2022.3157589
- Tiago Goncalves; Isabel Rio-Torto; Luis F. Teixeira; Jaime S. Cardoso. "A Survey on Attention Mechanisms for Medical Applications:
are we Moving Toward Better Algorithms?". IEEE Access (2022): https://doi.org/10.1109/ACCESS.2022.3206449.
10.1109/ACCESS.2022.3206449
- Beco, SC; Pinto, JR; Cardoso, JS. "Electrocardiogram lead conversion from single-lead blindly-segmented signals". BMC MEDICAL
INFORMATICS AND DECISION MAKING (2022):
10.1186/s12911-022-02063-6
- Costa, P; Fu, Y; Nunes, J; Campilho, A; Cardoso, JS. "Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector".
CoRR (2022):
- Gouveia, Pedro F.; Oliveira, Helder P.; Monteiro, Joao P.; Teixeira, Joao F.; Silva, Nuno L.; Pinto, David; Mavioso, Carlos;
et al. "3D Breast Volume Estimation". European Surgical Research (2022): https://publons.com/wos-op/publon/50890721/.
10.1159/000516357
- Neto, Pedro C.; Gonclves, Tiago; Huber, Marco; Damer, Naser; Sequeira, Ana F.; Cardoso, Jaime S.. "OrthoMAD: Morphing Attack
Detection Through Orthogonal Identity Disentanglement". PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE OF THE BIOMETRICS
SPECIAL INTEREST GROUP (BIOSIG) (2022): https://publons.com/wos-op/publon/54174230/.
10.1109/BIOSIG55365.2022.9897057
- Pedro C. Pedro Neto; Joao Ribeiro Pinto; Fadi Boutros; Naser Damer; Ana F. Sequeira; Jaime S. Cardoso. "Beyond Masks: On the
Generalization of Masked Face Recognition Models to Occluded Face Recognition". IEEE Access (2022): https://doi.org/10.1109/ACCESS.2022.3199014.
10.1109/ACCESS.2022.3199014
- Neto, PC; Sequeira, AF; Cardoso, JS; Terhörst, P. "PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching
Confidence in Single- and Multi-Biometric (Face) Recognition". CoRR (2022):
- Leonardo Capozzi; Vitor Barbosa; Carolina Pinto; Joao Ribeiro Pinto; Americo Pereira; Pedro M. Carvalho; Jaime S. Cardoso.
"Toward Vehicle Occupant-Invariant Models for Activity Characterization". IEEE Access (2022): https://doi.org/10.1109/ACCESS.2022.3210973.
10.1109/ACCESS.2022.3210973
- Ana F. Sequeira; Tiago Gonçalves; Wilson Silva; João Ribeiro Pinto; Jaime S. Cardoso. "An exploratory study of interpretability
for face presentation attack detection". IET Biometrics 10 4 (2021): 441-455. https://doi.org/10.1049/bme2.12045.
10.1049/bme2.12045
- Ana F. Sequeira; Tiago Gonçalves; Wilson Silva; João Ribeiro Pinto; Jaime S. Cardoso. "An exploratory study of interpretability
for face presentation attack detection". IET Biometrics 10 4 (2021): 441-455. https://doi.org/10.1049/bme2.12045.
10.1049/bme2.12045
- António Pinto; Sebastian Böck; Jaime Cardoso; Matthew Davies. "User-Driven Fine-Tuning for Beat Tracking". Electronics
10 13 (2021): 1518-1518. https://doi.org/10.3390/electronics10131518.
10.3390/electronics10131518
- António Pinto; Sebastian Böck; Jaime Cardoso; Matthew Davies. "User-Driven Fine-Tuning for Beat Tracking". Electronics
10 13 (2021): 1518-1518. https://doi.org/10.3390/electronics10131518.
10.3390/electronics10131518
- Fábio Azevedo; Jaime S. Cardoso; André Ferreira; Tiago Fernandes; Miguel Moreira; Luís Campos. "Efficient Reactive Obstacle
Avoidance Using Spirals for Escape". Drones 5 2 (2021): 51-51. https://doi.org/10.3390/drones5020051.
10.3390/drones5020051
- Fábio Azevedo; Jaime S. Cardoso; André Ferreira; Tiago Fernandes; Miguel Moreira; Luís Campos. "Efficient Reactive Obstacle
Avoidance Using Spirals for Escape". Drones 5 2 (2021): 51-51. https://doi.org/10.3390/drones5020051.
10.3390/drones5020051
- Pedro Costa; Asim Smailagic; Jaime Cardoso; Aurélio Campilho. "Epistemic and Heteroscedastic Uncertainty Estimation in Retinal
Blood Vessel Segmentation". U.Porto Journal of Engineering (2021): https://doi.org/10.24840/2183-6493_007.003_0008.
10.24840/2183-6493_007.003_0008
- Pedro Costa; Asim Smailagic; Jaime Cardoso; Aurélio Campilho. "Epistemic and Heteroscedastic Uncertainty Estimation in Retinal
Blood Vessel Segmentation". U.Porto Journal of Engineering (2021): https://doi.org/10.24840/2183-6493_007.003_0008.
10.24840/2183-6493_007.003_0008
- Mohsen Saffari; Mahdi Khodayar; Mohammad Saeed Ebrahimi Saadabadi; Ana F. Sequeira; Jaime S. Cardoso. "Maximum Relevance Minimum
Redundancy Dropout with Informative Kernel Determinantal Point Process". Sensors 21 5 (2021): 1846-1846. https://doi.org/10.3390/s21051846.
10.3390/s21051846
- Mohsen Saffari; Mahdi Khodayar; Mohammad Saeed Ebrahimi Saadabadi; Ana F. Sequeira; Jaime S. Cardoso. "Maximum Relevance Minimum
Redundancy Dropout with Informative Kernel Determinantal Point Process". Sensors 21 5 (2021): 1846-1846. https://doi.org/10.3390/s21051846.
10.3390/s21051846
- Helder F. Castro; Jaime S. Cardoso; Maria T. Andrade. "A Systematic Survey of ML Datasets for Prime CV Research Areas—Media
and Metadata". Data 6 2 (2021): 12-12. https://doi.org/10.3390/data6020012.
10.3390/data6020012
- Allahdadi, A; Pernes, D; Cardoso, JS; Morla, R. "Hidden Markov models on a self-organizing map for anomaly detection in 802.11
wireless networks". NEURAL COMPUTING & APPLICATIONS (2021):
10.1007/s00521-020-05627-7
- Helena Montenegro; Wilson Silva; Jaime S. Cardoso. "Privacy-Preserving Generative Adversarial Network for Case-Based Explainability
in Medical Image Analysis". IEEE Access 9 (2021): 148037-148047. https://doi.org/10.1109/ACCESS.2021.3124844.
10.1109/ACCESS.2021.3124844
- Esteves, T; Pinto, JR; Ferreira, PM; Costa, PA; Rodrigues, LA; Antunes, I; Lopes, G; et al. "AUTOMOTIVE: A Case Study on AUTOmatic
multiMOdal Drowsiness detecTIon for smart VEhicles". IEEE ACCESS (2021):
10.1109/access.2021.3128016
- Albuquerque, T; Cruz, R; Cardoso, JS. "Ordinal losses for classification of cervical cancer risk". PEERJ COMPUTER SCIENCE
(2021):
10.7717/peerj-cs.457
- Oliveira, SP; Neto, PC; Fraga, J; Montezuma, D; Monteiro, A; Monteiro, J; Ribeiro, L; et al. "CAD systems for colorectal cancer
from WSI are still not ready for clinical acceptance". SCIENTIFIC REPORTS (2021):
10.1038/s41598-021-93746-z
- Helena Montenegro; Wilson Silva; Jaime S. Cardoso. "Privacy-Preserving Generative Adversarial Network for Case-Based Explainability
in Medical Image Analysis". IEEE Access 9 (2021): 148037-148047. https://doi.org/10.1109/ACCESS.2021.3124844.
10.1109/ACCESS.2021.3124844
- Esteves, T; Pinto, JR; Ferreira, PM; Costa, PA; Rodrigues, LA; Antunes, I; Lopes, G; et al. "AUTOMOTIVE: A Case Study on AUTOmatic
multiMOdal Drowsiness detecTIon for smart VEhicles". IEEE ACCESS (2021):
10.1109/access.2021.3128016
- Albuquerque, T; Cruz, R; Cardoso, JS. "Ordinal losses for classification of cervical cancer risk". PEERJ COMPUTER SCIENCE
(2021):
10.7717/peerj-cs.457
- Oliveira, SP; Neto, PC; Fraga, J; Montezuma, D; Monteiro, A; Monteiro, J; Ribeiro, L; et al. "CAD systems for colorectal cancer
from WSI are still not ready for clinical acceptance". SCIENTIFIC REPORTS (2021):
10.1038/s41598-021-93746-z
- Montenegro, H; Silva, W; Cardoso, JS. "Towards Privacy-preserving Explanations in Medical Image Analysis". CoRR (2021):
- Botto, J.; Martins, S.; Moreira, E.; Silva Cardoso, J.; Fernandes, L.. "The magnitude of depression in heart failure patients
and its association with NYHA class". European Psychiatry (2021): https://publons.com/wos-op/publon/54994092/.
10.1192/J.EURPSY.2021.918
- Costa, F.; Martins, S.; Moreira, E.; Silva Cardoso, J.; Fernandes, L.. "Anxiety in heart failure patients and its association
with NYHA class". European Psychiatry (2021): https://publons.com/wos-op/publon/54994091/.
10.1192/J.EURPSY.2021.503
- Pedro Manuel Santos Ribeiro; Ana Clara Matos; Pedro Henrique Santos; Jaime S. Cardoso. "Machine Learning Improvements to Human
Motion Tracking with IMUs". Sensors (2020): https://doi.org/10.3390/s20216383.
10.3390/s20216383
- Tiago Gonçalves; Wilson Silva; Maria J. Cardoso; Jaime S. Cardoso. "Deep Image Segmentation for Breast Keypoint Detection".
Proceedings 54 1 (2020): 35-35. https://doi.org/10.3390/proceedings2020054035.
10.3390/proceedings2020054035
- Sara P. Oliveira; João Ribeiro Pinto; Tiago Gonçalves; Rita Canas-Marques; Maria-João Cardoso; Hélder P. Oliveira; Jaime S.
Cardoso. "Weakly-Supervised Classification of HER2 Expression in Breast Cancer Haematoxylin and Eosin Stained Slides". Applied
Sciences 10 14 (2020): 4728-4728. https://doi.org/10.3390/app10144728.
10.3390/app10144728
- Carlos Mavioso; Ricardo J. Araújo; Hélder P. Oliveira; João C. Anacleto; Maria Antónia Vasconcelos; David Pinto; Pedro F.
Gouveia; et al. "Automatic detection of perforators for microsurgical reconstruction". The Breast 50 (2020): 19-24.
https://doi.org/10.1016/j.breast.2020.01.001.
10.1016/j.breast.2020.01.001
- Sílvia Bessa; Pedro F. Gouveia; Pedro H. Carvalho; Cátia Rodrigues; Nuno L. Silva; Fátima Cardoso; Jaime S. Cardoso; Hélder
P. Oliveira; Maria João Cardoso. "3D digital breast cancer models with multimodal fusion algorithms". The Breast 49
(2020): 281-290. https://doi.org/10.1016/j.breast.2019.12.016.
10.1016/j.breast.2019.12.016
- Joana Silva; Ines Sousa; Jaime S. Cardoso. "Fusion of Clinical, Self-Reported, and Multisensor Data for Predicting Falls".
IEEE Journal of Biomedical and Health Informatics 24 1 (2020): 50-56. https://doi.org/10.1109/JBHI.2019.2951230.
10.1109/jbhi.2019.2951230
- Cardoso, JS; Silva, W; Cardoso, MJ. "Evolution, current challenges, and future possibilities in the objective assessment of
aesthetic outcome of breast cancer locoregional treatment". Breast (2020):
10.1016/j.breast.2019.11.006
- Schaffter, T; Buist, DSM; Lee, CI; Nikulin, Y; Ribli, D; Guan, Y; Lotter, W; et al. "Evaluation of Combined Artificial Intelligence
and Radiologist Assessment to Interpret Screening Mammograms". JAMA NETWORK OPEN (2020):
10.1001/jamanetworkopen.2020.0265
- Silva, J; Gomes, D; Sousa, I; Cardoso, JS. "Automated Development of Custom Fall Detectors: Position, Model and Rate Impact
in Performance". IEEE SENSORS JOURNAL (2020):
10.1109/jsen.2020.2970994
- Martins, J; Cardoso, JS; Soares, F. "Offline computer -aided diagnosis for Glaucoma detection using fundus images targeted
at mobile devices". COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2020):
10.1016/j.cmpb.2020.105341
- Pinto, JR; Correia, MV; Cardoso, JS. "Secure Triplet Loss: Achieving Cancelability and Non-Linkability in End-to-End Deep
Biometrics". IEEE Transactions on Biometrics, Behavior, and Identity Science (2020):
10.1109/tbiom.2020.3046620
- Goncalves, T; Silva, W; Cardoso, MJ; Cardoso, JS. "A novel approach to keypoint detection for the aesthetic evaluation of
breast cancer surgery outcomes". HEALTH AND TECHNOLOGY (2020):
10.1007/s12553-020-00423-8
- Allahdadi, A; Morla, R; Cardoso, JS. "802.11 wireless simulation and anomaly detection using HMM and UBM". SIMULATION-TRANSACTIONS
OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL (2020):
10.1177/0037549720958480
- Pernes, D; Cardoso, JS. "Tackling unsupervised multi-source domain adaptation with optimism and consistency". CoRR
(2020):
- Gouveia, P.; Bessa, S.; Oliveira, H.; Batista, E.; Aleluia, M.; Ip, J.; Costa, J.; et al. "A Breast 3D model as a possible
tool for non-invasive tumour localization in breast surgery". European Journal of Cancer (2020): https://publons.com/wos-op/publon/38066105/.
10.1016/S0959-8049(20)30736-X
- Diogo V. Carvalho; Eduardo M. Pereira; Jaime S. Cardoso. "Machine Learning Interpretability: A Survey on Methods and Metrics".
Electronics (2019): https://doi.org/10.3390/electronics8080832.
10.3390/electronics8080832
- Diogo Pernes; Kelwin Fernandes; Jaime S. Cardoso. "Directional Support Vector Machines". Applied Sciences (2019): https://www.mdpi.com/2076-3417/9/4/725.
10.3390/app9040725
- Silveira, CS; Cardoso, JS; Lourenco, AL; Ahlstrom, C. "Importance of subject-dependent classification and imbalanced distributions
in driver sleepiness detection in realistic conditions". IET INTELLIGENT TRANSPORT SYSTEMS (2019):
10.1049/iet-its.2018.5284
- Araujo, RJ; Fernandes, K; Cardoso, JS. "Sparse Multi-Bending Snakes". IEEE TRANSACTIONS ON IMAGE PROCESSING (2019):
10.1109/TIP.2019.2902832
- Pedro M. Ferreira; Diogo Pernes; Ana Rebelo; Jaime S. Cardoso. "DeSIRe: Deep Signer-Invariant Representations for Sign Language
Recognition". IEEE Transactions on Systems, Man, and Cybernetics: Systems (2019): https://doi.org/10.1109/TSMC.2019.2957347.
10.1109/TSMC.2019.2957347
- Carneiro, G.; Manuel, J.; Tavares, R.S.; Bradley, A.P.; Papa, J.P.; Nascimento, J.C.; Cardoso, J.S.; Lu, Z.; Belagiannis,
V.. "Editorial". Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization 7 3 (2019):
241-241. http://www.scopus.com/inward/record.url?eid=2-s2.0-85065792154&partnerID=MN8TOARS.
10.1080/21681163.2019.1594056
- Prates, RM; Cruz, R; Marotta, AP; Ramos, RP; Simas Filho, EF; Cardoso, JS. "Insulator visual non-conformity detection in overhead
power distribution lines using deep learning". COMPUTERS & ELECTRICAL ENGINEERING (2019):
10.1016/j.compeleceng.2019.08.001
- Ferreira, PM; Pernes, D; Rebelo, A; Cardoso, JS. "DeSIRe: Deep Signer-Invariant Representations for Sign Language Recognition".
IEEE Transactions on Systems, Man, and Cybernetics: Systems (2019):
10.1109/tsmc.2019.2957347
- Ferreira, Pedro M.; Sequeira, Ana F.; Pernes, Diogo; Rebelo, Ana; Cardoso, Jaime S.. "Adversarial learning for a robust iris
presentation attack detection method against unseen attack presentations". PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE
OF THE BIOMETRICS SPECIAL INTEREST GROUP (BIOSIG) (2019): https://publons.com/wos-op/publon/54994099/.
- Araújo, RJ; Fernandes, K; Cardoso, JS. "Sparse Multi-Bending Snakes". IEEE Trans. Image Process. (2019):
- Pernes, D; Cardoso, JS. "SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected Entities". CoRR (2019):
- Morla, RS; Cruz, R; Marotta, AP; Ramos, RP; Simas Filho, EF; Cardoso, JS. "Insulator visual non-conformity detection in overhead
power distribution lines using deep learning". Comput. Electr. Eng. (2019):
- Carneiro, G; Tavares, JMRS; Bradley, AP; Papa, JP; Nascimento, JC; Cardoso, JS; Lu, Z; Belagiannis, V. "Editorial". Comp.
Meth. in Biomech. and Biomed. Eng.: Imaging & Visualization (2019):
- Pinto, Joao Ribeiro; Cardoso, Jaime S.. "An End-to-End Convolutional Neural Network for ECG-Based Biometric Authentication".
IEEE 9TH INTERNATIONAL CONFERENCE ON BIOMETRICS THEORY, APPLICATIONS AND SYSTEMS (BTAS) (2019): https://publons.com/wos-op/publon/19647964/.
- João C. Monteiro; Tiago Freitas; Jaime S. Cardoso. "Multimodal Hierarchical Face Recognition using Information from 2.5D Images".
U.Porto Journal of Engineering (2018): https://doi.org/10.24840/2183-6493_002.002_0005.
10.24840/2183-6493_002.002_0005
- Cardoso, Jaime. "A Regression Model for Predicting Shape Deformation after Breast Conserving Surgery". Sensors (2018):
http://www.mdpi.com/1424-8220/18/1/167.
10.3390/s18010167
- Pinto, JR; Cardoso, JS; Lourenco, A. "Evolution, Current Challenges, and Future Possibilities in ECG Biometrics". IEEE
ACCESS (2018):
10.1109/access.2018.2849870
- Fernandes, K; Chicco, D; Cardoso, JS; Fernandes, J. "Supervised deep learning embeddings for the prediction of cervical cancer
diagnosis". PEERJ COMPUTER SCIENCE (2018):
10.7717/peerj-cs.154
- Fernandes, K; Cardoso, JS; Astrup, BS. "A deep learning approach for the forensic evaluation of sexual assault". PATTERN
ANALYSIS AND APPLICATIONS (2018):
10.1007/s10044-018-0694-3
- Fernandes, K; Cardoso, JS; Fernandes, J. "Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital
Colposcopies". IEEE ACCESS (2018):
10.1109/access.2018.2839338
- Ferreira, PM; Marques, F; Cardoso, JS; Rebelo, A. "Physiological Inspired Deep Neural Networks for Emotion Recognition". IEEE
ACCESS (2018):
10.1109/access.2018.2870063
- Ferreira, PM; Cardoso, JS; Rebelo, A. "On the role of multimodal learning in the recognition of sign language". Multimedia
Tools and Applications (2018):
10.1007/s11042-018-6565-5
- Cardoso, MJ; Vrieling, C; Cardoso, JS; Oliveira, HP; Williams, NR; Dixon, JM; Gouveia, P; et al. "The value of 3D images in
the aesthetic evaluation of breast cancer conservative treatment. Results from a prospective multicentric clinical trial".
BREAST (2018):
10.1016/j.breast.2018.06.008
- Cruz, R; Fernandes, K; Pinto Costa, JFP; Ortiz, MP; Cardoso, JS. "Binary ranking for ordinal class imbalance". PATTERN
ANALYSIS AND APPLICATIONS (2018):
10.1007/s10044-018-0705-4
- Ferreira, PM; Pernes, D; Fernandes, K; Rebelo, A; Cardoso, JS. "Dimensional emotion recognition using visual and textual cues".
CoRR (2018):
- Merie, R; Browne, L; Cardoso, JS; Cardoso, MJ; Chin, Y; Clark, C; Graham, P; Szwajcer, A; Hau, E. "Proposal for a gold standard
for cosmetic evaluation after breast conserving therapy: Results from the St George and Wollongong Breast Boost trial". JOURNAL
OF MEDICAL IMAGING AND RADIATION ONCOLOGY (2017):
10.1111/1754-9485.12645
- Fernandes, K; Cardoso, JS. "Hypothesis transfer learning based on structural model similarity". Neural Computing and Applications
(2017):
10.1007/s00521-017-3281-4
- Kandaswamy, C; Monteiro, JC; Silva, LM; Cardoso, JS. "Multi-source deep transfer learning for cross-sensor biometrics". NEURAL
COMPUTING & APPLICATIONS (2017):
10.1007/s00521-016-2325-5
- Fernandes, K; Cardoso, JS. "Deep Local Binary Patterns". CoRR (2017):
- Pereira, E.M.; Ciobanu, L.; Cardoso, J.S.. "Cross-layer classification framework for automatic social behavioural analysis
in surveillance scenario". Neural Computing and Applications (2016): 1-20. http://www.scopus.com/inward/record.url?eid=2-s2.0-84964037897&partnerID=MN8TOARS.
10.1007/s00521-016-2282-z
- Rosado, L.; Correia da Costa, J.M.; Elias, D.; Cardoso, J.S.. "A review of automatic malaria parasites detection and segmentation
in microscopic images". Anti-Infective Agents 14 1 (2016): 11-22. http://www.scopus.com/inward/record.url?eid=2-s2.0-84961714913&partnerID=MN8TOARS.
- Pereira, E.M.; Cardoso, J.S.; Morla, R.. "Long-range trajectories from global and local motion representations". Journal
of Visual Communication and Image Representation 40 (2016): 265-287. http://www.scopus.com/inward/record.url?eid=2-s2.0-84978858562&partnerID=MN8TOARS.
10.1016/j.jvcir.2016.06.020
- Cardoso, M.J.; Cardoso, J.S.; Oliveira, H.P.; Gouveia, P.. "The breast cancer conservative treatment. Cosmetic results - BCCT.core
- Software for objective assessment of esthetic outcome in breast cancer conservative treatment: A narrative review". Computer
Methods and Programs in Biomedicine 126 (2016): 154-159. http://www.scopus.com/inward/record.url?eid=2-s2.0-84960095859&partnerID=MN8TOARS.
10.1016/j.cmpb.2015.11.010
- Silva, P.F.B.; Cardoso, J.S.. "Differential scorecards for binary and ordinal data". Intelligent Data Analysis 19 6
(2015): 1391-1408. http://www.scopus.com/inward/record.url?eid=2-s2.0-84947550669&partnerID=MN8TOARS.
10.3233/IDA-150788
- Fernandes, K.; Cardoso, J.S.. "Discriminative directional classifiers". Neurocomputing (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84973582611&partnerID=MN8TOARS.
10.1016/j.neucom.2016.03.076
- Khoshrou, S.; Cardoso, J.S.; Teixeira, L.F.. "Learning from evolving video streams in a multi-camera scenario". Machine
Learning 100 2-3 (2015): 609-633. http://www.scopus.com/inward/record.url?eid=2-s2.0-84939177779&partnerID=MN8TOARS.
10.1007/s10994-015-5515-y
- Sequeira, A.F.; Cardoso, J.S.. "Fingerprint liveness detection in the presence of capable intruders". Sensors (Switzerland)
15 6 (2015): 14615-14638. http://www.scopus.com/inward/record.url?eid=2-s2.0-84933567472&partnerID=MN8TOARS.
10.3390/s150614615
- Wen, C.; Rebelo, A.; Zhang, J.; Cardoso, J.. "A new optical music recognition system based on combined neural network". Pattern
Recognition Letters 58 (2015): 1-7. http://www.scopus.com/inward/record.url?eid=2-s2.0-84929311579&partnerID=MN8TOARS.
10.1016/j.patrec.2015.02.002
- Gamelas Sousa, R.; Rocha Neto, A.R.; Cardoso, J.S.; Barreto, G.A.. "Robust classification with reject option using the self-organizing
map". Neural Computing and Applications (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84922345004&partnerID=MN8TOARS.
10.1007/s00521-015-1822-2
- Monteiro, J.C.; Cardoso, J.S.. "A cognitively-motivated framework for partial face recognition in unconstrained scenarios".
Sensors (Switzerland) 15 1 (2015): 1903-1924. http://www.scopus.com/inward/record.url?eid=2-s2.0-84921465223&partnerID=MN8TOARS.
10.3390/s150101903
- Micó, L.; Sanches, J.M.; Cardoso, J.S.. "The vitality of pattern recognition and image analysis". Neurocomputing 150
PA (2015): 124-125. http://www.scopus.com/inward/record.url?eid=2-s2.0-84912530934&partnerID=MN8TOARS.
10.1016/j.neucom.2014.09.056
- Micó, L; Sanches, JM; Cardoso, JS. "The vitality of pattern recognition and image analysis". Neurocomputing (2015):
- Joaquim Pinto da Costa; Hugo Alonso; Jaime S. Cardoso. "Corrigendum to “The unimodal model for the classification of ordinal
data” [Neural Netw. 21 (2008) 78–79]". Neural Networks 59 (2014): 73-75. http://dx.doi.org/10.1016/j.neunet.2014.06.003.
10.1016/j.neunet.2014.06.003
- Jaime S. Cardoso; Inês Domingues; Hélder P. Oliveira. "Closed Shortest Path in the Original Coordinates with an Application
to Breast Cancer". Int. J. Patt. Recogn. Artif. Intell. (2014): 140824185110005-140824185110005. http://dx.doi.org/10.1142/s0218001415550022.
10.1142/S0218001415550022
- Ines Domingues; Jaime S. Cardoso. "Max-Ordinal Learning". IEEE Trans. Neural Netw. Learning Syst. 25 7 (2014): 1384-1389.
http://dx.doi.org/10.1109/tnnls.2013.2287381.
10.1109/tnnls.2013.2287381
- Hélder P. Oliveira; Jaime S. Cardoso; André T. Magalhães; Maria J. Cardoso. "A 3D low-cost solution for the aesthetic evaluation
of breast cancer conservative treatment". Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
2 2 (2014): 90-106. http://dx.doi.org/10.1080/21681163.2013.858403.
10.1080/21681163.2013.858403
- Maria João Cardoso; Helder Oliveira; Jaime Cardoso. "Assessing cosmetic results after breast conserving surgery". J. Surg.
Oncol. 110 1 (2014): 37-44. http://dx.doi.org/10.1002/jso.23596.
10.1002/jso.23596
- Xianghui Xiao; Minfang Peng; Jaime S. Cardoso; Lei Wang; Meie Shen. "Signal transmission model for the substations grounding
grid". Expert Systems with Applications 41 2 (2014): 616-621. http://dx.doi.org/10.1016/j.eswa.2013.07.086.
10.1016/j.eswa.2013.07.086
- Domingues, I.; Cardoso, J.S.. "Max-ordinal learning". IEEE Transactions on Neural Networks and Learning Systems 25
7 (2014): 1384-1389. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903271739&partnerID=MN8TOARS.
10.1109/TNNLS.2013.2287381
- Xiao, X.; Peng, M.; Cardoso, J.S.; Tang, R.; Zhou, Y.L.. "The failure analysis and lifetime prediction for the solder joint
of the magnetic head". Applied Physics A: Materials Science and Processing 118 2 (2014): 691-697. http://www.scopus.com/inward/record.url?eid=2-s2.0-84925497499&partnerID=MN8TOARS.
10.1007/s00339-014-8781-9
- Sequeira, Ana F.; Oliveira, Helder P.; Monteiro, Joao C.; Monteiro, Joao P.; Cardoso, Jaime S.. "MobILive 2014-Mobile Iris
Liveness Detection Competition". Ieee/iapr International Joint Conference on Biometrics (ijcb) (2014): https://publons.com/wos-op/publon/50890724/.
- Sousa, R.; Cardoso, J.S.. "The data replication method for the classification with reject option". AI Communications
26 3 (2013): 281-302. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884562845&partnerID=MN8TOARS.
10.3233/AIC-130566
- Keshtgar, M.R.S.; Williams, N.R.; Bulsara, M.; Saunders, C.; Flyger, H.; Cardoso, J.S.; Corica, T.; et al. "Objective assessment
of cosmetic outcome after targeted intraoperative radiotherapy in breast cancer: results from a randomised controlled trial".
Breast Cancer Research and Treatment (2013): 1-7. http://www.scopus.com/inward/record.url?eid=2-s2.0-84880213517&partnerID=MN8TOARS.
10.1007/s10549-013-2641-8
- Oliveira, H.P.; Cardoso, J.S.; Magalhães, A.; Cardoso, M.J.. "Methods for the aesthetic evaluation of breast cancer conservation
treatment: A technological review". Current Medical Imaging Reviews 9 1 (2013): 32-46. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875950018&partnerID=MN8TOARS.
10.2174/1573405611309010006
- Carvalho, P.; Oliveira, T.; Ciobanu, L.; Gaspar, F.; Teixeira, L.F.; Bastos, R.; Cardoso, J.S.; Dias, M.S.; Côrte-Real, L..
"Analysis of object description methods in a video object tracking environment". Machine Vision and Applications 24
6 (2013): 1149-1165. http://www.scopus.com/inward/record.url?eid=2-s2.0-84880806824&partnerID=MN8TOARS.
10.1007/s00138-013-0523-z
- Rebelo, Ana; Fujinaga, Ichiro; Paszkiewicz, Filipe; Marcal, Andre R. S.; Guedes, Carlos; Cardoso, Jaime S.. "Optical music
recognition: state-of-the-art and open issues". International Journal of Multimedia Information Retrieval 1 3 (2012):
173-190. http://dx.doi.org/10.1007/s13735-012-0004-6.
10.1007/s13735-012-0004-6
- Immink, J.M.; Putter, H.; Bartelink, H.; Cardoso, J.S.; Cardoso, M.J.; Van der Hulst-Vijgen, M.H.V.; Noordijk, E.M.; et al.
"Long-term cosmetic changes after breast-conserving treatment of patients with stage I-II breast cancer and included in the
EORTC 'boost versus no boost' trial". Annals of Oncology 23 10 (2012): 2591-2598. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867137599&partnerID=MN8TOARS.
10.1093/annonc/mds066
- Carvalho, P.; Cardoso, J.S.; Corte-Real, L.. "Filling the gap in quality assessment of video object tracking". Image and
Vision Computing 30 9 (2012): 630-640. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866741454&partnerID=MN8TOARS.
10.1016/j.imavis.2012.06.002
- Cardoso, M.J.; Cardoso, J.S.; Vrieling, C.; MacMillan, D.; Rainsbury, D.; Heil, J.; Hau, E.; Keshtgar, M.. "Recommendations
for the aesthetic evaluation of breast cancer conservative treatment". Breast Cancer Research and Treatment 135 3 (2012):
629-637. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866525983&partnerID=MN8TOARS.
10.1007/s10549-012-1978-8
- Cardoso, J.S.; Sousa, R.. "Measuring the performance of ordinal classification". International Journal of Pattern Recognition
and Artificial Intelligence 25 8 (2011): 1173-1195. http://www.scopus.com/inward/record.url?eid=2-s2.0-84855374161&partnerID=MN8TOARS.
10.1142/s0218001411009093
- de Aquino, Luiz C. M.; Giraldi, Gilson A.; Rodrigues, Paulo S. S.; Junior, Antonio Lopes A.; Cardoso, Jaime S.; Suri, Jasjit
S.. "Surface Reconstruction and Geometric Modelling for Digital Prosthesis Design". MULTI MODALITY STATE-OF-THE-ART MEDICAL
IMAGE SEGMENTATION AND REGISTRATION METHODOLOGIES, VOL II (2011): https://publons.com/wos-op/publon/32891624/.
10.1007/978-1-4419-8204-9_8
- Rebelo, A.; Capela, G.; Cardoso, J.S.. "Optical recognition of music symbols". International Journal on Document Analysis
and Recognition 13 1 (2010): 19-31. http://www.scopus.com/inward/record.url?eid=2-s2.0-77949423056&partnerID=MN8TOARS.
10.1007/s10032-009-0100-1
- Carvalho, P.; Cardoso, J.S.; Corte-Real, L.. "Hybrid framework for evaluating video object tracking algorithms". Electronics
Letters 46 6 (2010): 411-412. http://www.scopus.com/inward/record.url?eid=2-s2.0-77949742746&partnerID=MN8TOARS.
10.1049/el.2010.3165
- Oliveira, H.P.; Magalhaes, A.; Cardoso, M.J.; Cardoso, J.S.. "An accurate and interpretable model for BCCT.core.". Conference
proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering
in Medicine and Biology Society. Conference (2010): 6158-6161. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903874657&partnerID=MN8TOARS.
- Domingues, I.; Cardoso, J.S.; Amaral, I.; Moreira, I.; Passarinho, P.; Santa Comba, J.; Correia, R.; Cardoso, M.J.. "Pectoral
muscle detection in mammograms based on the shortest path with endpoints learnt by SVMs.". Conference proceedings : ...
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and
Biology Society. Conference (2010): 3158-3161. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903853909&partnerID=MN8TOARS.
10.1109/IEMBS.2010.5627168
- Cardoso, J.S.; Domingues, I.; Amaral, I.; Moreira, I.; Passarinho, P.; Santa Comba, J.; Correia, R.; Cardoso, M.J.. "Pectoral
muscle detection in mammograms based on polar coordinates and the shortest path.". Conference proceedings : ... Annual
International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology
Society. Conference (2010): 4781-4784. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903876486&partnerID=MN8TOARS.
10.1109/iembs.2010.5626634
- dos Santos Cardoso, J.; Capela, A.; Rebelo, A.; Guedes, C.; Pinto da Costa, J.. "Staff detection with stable paths". IEEE
Transactions on Pattern Analysis and Machine Intelligence 31 6 (2009): 1134-1139. http://www.scopus.com/inward/record.url?eid=2-s2.0-65549130713&partnerID=MN8TOARS.
10.1109/tpami.2009.34
- Cardoso, J.S.; Carvalho, P.; Teixeira, L.F.; Corte-Real, L.. "Partition-distance methods for assessing spatial segmentations
of images and videos". Computer Vision and Image Understanding 113 7 (2009): 811-823. http://www.scopus.com/inward/record.url?eid=2-s2.0-67349258024&partnerID=MN8TOARS.
10.1016/j.cviu.2009.02.001
- Cardoso, M.J.; Cardoso, J.S.; Wild, T.; Krois, W.; Fitzal, F.. "Comparing two objective methods for the aesthetic evaluation
of breast cancer conservative treatment". Breast Cancer Research and Treatment 116 1 (2009): 149-152. http://www.scopus.com/inward/record.url?eid=2-s2.0-67649429715&partnerID=MN8TOARS.
10.1007/s10549-008-0173-4
- Afonso, Ana Paula; Cardoso, Jaime S.; Cardoso, Maria Joao; Cota, Manuel Perez. "THE EVALUATION OF USABILITY OF AN INTELLIGENT
MEDICAL SYSTEM: BCCT.CORE". SISTEMAS E TECHNOLOGIAS DE INFORMACAO: ACTAS DA 4A CONFERENCIA IBERICA DE SISTEMAS E TECNOLOGIAS
DE LA INFORMACAO (2009): https://publons.com/wos-op/publon/19766851/.
- Pinto da Costa, J.F.; Alonso, H.; Cardoso, J.S.. "The unimodal model for the classification of ordinal data". Neural Networks
21 1 (2008): 78-91. http://www.scopus.com/inward/record.url?eid=2-s2.0-39649085857&partnerID=MN8TOARS.
10.1016/j.neunet.2007.10.003
- Cardoso, M.J.; Magalhães, A.; Almeida, T.; Costa, S.; Vrieling, C.; Christie, D.; Johansen, J.; Cardoso, J.S.. "Is face-only
photographic view enough for the aesthetic evaluation of breast cancer conservative treatment?". Breast Cancer Research
and Treatment 112 3 (2008): 565-568. http://www.scopus.com/inward/record.url?eid=2-s2.0-56549129087&partnerID=MN8TOARS.
10.1007/s10549-008-9896-5
- Cardoso, M.J.; Cardoso, J.; Amaral, N.; Azevedo, I.; Barreau, L.; Bernardo, M.; Christie, D.; et al. "Turning subjective into
objective: The BCCT.core software for evaluation of cosmetic results in breast cancer conservative treatment". Breast
16 5 (2007): 456-461. http://www.scopus.com/inward/record.url?eid=2-s2.0-34848828209&partnerID=MN8TOARS.
10.1016/j.breast.2007.05.002
- Cardoso, J.S.; Cardoso, M.J.. "Towards an intelligent medical system for the aesthetic evaluation of breast cancer conservative
treatment". Artificial Intelligence in Medicine 40 2 (2007): 115-126. http://www.scopus.com/inward/record.url?eid=2-s2.0-34249299788&partnerID=MN8TOARS.
10.1016/j.artmed.2007.02.007
- Berti, E.; Cardoso, J.; Cardoso, V.; Cavaglià, M.. "Matched filtering and parameter estimation of ringdown waveforms". Physical
Review D - Particles, Fields, Gravitation and Cosmology 76 10 (2007): http://www.scopus.com/inward/record.url?eid=2-s2.0-36549017567&partnerID=MN8TOARS.
10.1103/physrevd.76.104044
- Cardoso, M.J.; Cardoso, J.; Santos, A.C.; Vrieling, C.; Christie, D.; Liljegren, G.; Azevedo, I.; et al. "Factors determining
esthetic outcome after breast cancer conservative treatment". Breast Journal 13 2 (2007): 140-146. http://www.scopus.com/inward/record.url?eid=2-s2.0-33847103771&partnerID=MN8TOARS.
10.1111/j.1524-4741.2007.00394.x
- Teixeira, L.F.; Cardoso, J.S.; Corte-Real, L.. "Object segmentation using background modelling and cascaded change detection".
Journal of Multimedia 2 5 (2007): 55-65. http://www.scopus.com/inward/record.url?eid=2-s2.0-55849125443&partnerID=MN8TOARS.
10.4304/jmm.2.5.55-65
- Cardoso, J.S.; Pinto Da Costa, J.F.. "Learning to classify ordinal data: The data replication method". Journal of Machine
Learning Research 8 (2007): 1393-1429. http://www.scopus.com/inward/record.url?eid=2-s2.0-34547698831&partnerID=MN8TOARS.
- Cardoso, Jaime S.; Cardoso, Maria J.. "Breast Contour Detection for the Aesthetic Evaluation of Breast Cancer Conservative
Treatment". Information Technology and Agricultural Engineering (2007): https://publons.com/wos-op/publon/54994125/.
- Cardoso, M.J.; Cardoso, J.; Santos, A.C.; Barros, H.; de Oliveira, M.C.. "Interobserver agreement and consensus over the esthetic
evaluation of conservative treatment for breast cancer". Breast 15 1 (2006): 52-57. http://www.scopus.com/inward/record.url?eid=2-s2.0-32244443682&partnerID=MN8TOARS.
10.1016/j.breast.2005.04.013
- Cardoso, J.S.; Corte-Real, L.. "A measure for mutual refinements of image segmentations". IEEE Transactions on Image Processing
15 8 (2006): 2358-2363. http://www.scopus.com/inward/record.url?eid=2-s2.0-33746265532&partnerID=MN8TOARS.
10.1109/tip.2006.875243
- Cardoso, M.J.; Santos, A.C.; Cardoso, J.; Barros, H.; Cardoso De Oliveira, M.. "Choosing observers for evaluation of aesthetic
results in breast cancer conservative treatment". International Journal of Radiation Oncology Biology Physics 61 3
(2005): 879-881. http://www.scopus.com/inward/record.url?eid=2-s2.0-13844267356&partnerID=MN8TOARS.
10.1016/j.ijrobp.2004.06.257
- Cardoso, J.S.; Corte-Real, L.. "Accumulator size minimization for a fast cumulant-based motion estimator". IEEE Transactions
on Circuits and Systems for Video Technology 15 12 (2005): 1660-1664. http://www.scopus.com/inward/record.url?eid=2-s2.0-29144529098&partnerID=MN8TOARS.
10.1109/TCSVT.2005.858614
- Cardoso, J.S.; Corte-Real, L.. "Toward a generic evaluation of image segmentation". IEEE Transactions on Image Processing
14 11 (2005): 1773-1782. http://www.scopus.com/inward/record.url?eid=2-s2.0-27844486093&partnerID=MN8TOARS.
10.1109/tip.2005.854491
- Cardoso, J.S.; Pinto Da Costa, J.F.; Cardoso, M.J.. "Modelling ordinal relations with SVMs: An application to objective aesthetic
evaluation of breast cancer conservative treatment". Neural Networks 18 5-6 (2005): 808-817. http://www.scopus.com/inward/record.url?eid=2-s2.0-27744456721&partnerID=MN8TOARS.
10.1016/j.neunet.2005.06.023
|
| Capítulo de livro |
- Ferreira,PM; Jaime Cardoso; Rebelo,A. "Multimodal Learning for Sign Language Recognition". Portugal,
http://dx.doi.org/10.1007/978-3-319-58838-4_35
- Kelwin Alexander Correia; Jaime Cardoso; Astrup,BS. "Automated Detection and Categorization of Genital Injuries Using Digital
Colposcopy". Portugal,
http://dx.doi.org/10.1007/978-3-319-58838-4_28
- Kelwin Alexander Correia; Jaime Cardoso; Fernandes,J. "Transfer Learning with Partial Observability Applied to Cervical Cancer
Screening". Portugal,
http://dx.doi.org/10.1007/978-3-319-58838-4_27
- Sousa,R; da Rocha Neto,AR; Jaime Cardoso; Barreto,GA. "Classification with Reject Option Using the Self-Organizing Map". Portugal,
http://dx.doi.org/10.1007/978-3-319-11179-7_14
- Jaime Cardoso; Paulo Rodrigues; Antonio Junior; Jasjit Suri; Luiz de Aquino; Gilson Giraldi. "Surface Reconstruction and Geometric
Modeling for Digital Prosthesis Design". Portugal,
- Irina Yevseyeva; Ricardo Jorge Sousa; Jaime Cardoso; Joaquim F. Pinto da Costa. "Multi-Criteria Models for Learning Ordinal
Data: a literature review". Portugal,
- Pinto, JR; Cardoso, JS. "ECG Biometrics". 2021.
10.1007/978-3-642-27739-9_1517-1
- Leonardo Capozzi; João Ribeiro Pinto; Jaime S. Cardoso; Ana Rebelo. "End-to-End Deep Sketch-to-Photo Matching Enforcing Realistic
Photo Generation". 2021.
10.1007/978-3-030-93420-0_42
- Pedro Costa; Aurélio Campilho; Jaime Cardoso. "A Study on Annotation Efficient Learning Methods for Segmentation in Prostate
Histopathological Images". 2021.
10.1007/978-3-030-93420-0_6
- Leonardo Capozzi; João Ribeiro Pinto; Jaime S. Cardoso; Ana Rebelo. "Optimizing Person Re-Identification Using Generated Attention
Masks". 2021.
10.1007/978-3-030-93420-0_24
- Arthur Matta; João Ribeiro Pinto; Jaime S. Cardoso. "Mixture-Based Open World Face Recognition". 2021.
10.1007/978-3-030-72660-7_62
- Leonardo Capozzi; João Ribeiro Pinto; Jaime S. Cardoso; Ana Rebelo. "End-to-End Deep Sketch-to-Photo Matching Enforcing Realistic
Photo Generation". 2021.
10.1007/978-3-030-93420-0_42
- Pedro Costa; Aurélio Campilho; Jaime Cardoso. "A Study on Annotation Efficient Learning Methods for Segmentation in Prostate
Histopathological Images". 2021.
10.1007/978-3-030-93420-0_6
- Leonardo Capozzi; João Ribeiro Pinto; Jaime S. Cardoso; Ana Rebelo. "Optimizing Person Re-Identification Using Generated Attention
Masks". 2021.
10.1007/978-3-030-93420-0_24
- Arthur Matta; João Ribeiro Pinto; Jaime S. Cardoso. "Mixture-Based Open World Face Recognition". 2021.
10.1007/978-3-030-72660-7_62
- Jaime Cardoso; Hien Van Nguyen; Nicholas Heller; Pedro Henriques Abreu; Ivana Isgum; Wilson Silva; Ricardo Cruz; et al. "Correction
to: Interpretable and Annotation-Efficient Learning for Medical Image Computing". C1-C1. Springer International Publishing,
2020.
10.1007/978-3-030-61166-8_30
- Ana Rebelo; Tiago Oliveira; Manual E. Correia; Jaime S. Cardoso. "Are Deep Learning Methods Ready for Prime Time in Fingerprints
Minutiae Extraction?". 628-636. Springer International Publishing, 2019.
10.1007/978-3-030-13469-3_73
- Ricardo Cruz; Joaquim F. Pinto Costa; Jaime S. Cardoso. "Automatic Augmentation by Hill Climbing". 2019.
10.1007/978-3-030-30484-3_10
- Ricardo J. Araújo; Jaime S. Cardoso; Hélder P. Oliveira. "A Single-Resolution Fully Convolutional Network for Retinal Vessel
Segmentation in Raw Fundus Images". 2019.
10.1007/978-3-030-30645-8_6
- Ricardo J. Araújo; Jaime S. Cardoso; Hélder P. Oliveira. "Deep Vesselness Measure from Scale-Space Analysis of Hessian Matrix
Eigenvalues". 2019.
10.1007/978-3-030-31321-0_41
- Gabriel Lopes; João Ribeiro Pinto; Jaime S. Cardoso. "Don’t You Forget About Me: A Study on Long-Term Performance in ECG Biometrics".
2019.
10.1007/978-3-030-31321-0_4
- Pinto, JR; Cardoso, JS; Lourenço, A. "Deep Neural Networks for Biometric Identification Based on Non-Intrusive ECG Acquisitions".
2019.
10.1201/9781351013437-11
|
| Edição de livro |
- Reyes, M; Abreu, PH; Cardoso, JS. Interpretability of Machine Intelligence in Medical Image Computing - 5th International
Workshop, iMIMIC 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings. 2022.
- Tucker, A; Abreu, PH; Cardoso, JS; Rodrigues, PP; Riaño, D. Artificial Intelligence in Medicine - 19th International Conference
on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15-18, 2021, Proceedings. 2021.
- Tucker, A; Abreu, PH; Cardoso, JS; Rodrigues, PP; Riaño, D. Artificial Intelligence in Medicine - 19th International Conference
on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15-18, 2021, Proceedings. 2021.
- Reyes, M; Abreu, PH; Cardoso, JS; Hajij, M; Zamzmi, G; Paul, R; Thakur, L. Interpretability of Machine Intelligence in
Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop,
iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France,
September 27, 2021, Proceedings. 2021.
- Cardoso, JS; Nguyen, HV; Heller, N; Abreu, PH; Isgum, I; Silva, W; Cruz, R; et al. Interpretable and Annotation-Efficient
Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020,
and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings.
2020.
- Cardoso, MJ; Arbel, T; Carneiro, G; Syeda Mahmood, TF; Tavares, JMRS; Moradi, M; Bradley, AP; et al. Deep Learning in Medical
Image Analysis and Multimodal Learning for Clinical Decision Support - Third International Workshop, DLMIA 2017, and 7th International
Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings.
2017.
- Carneiro, G; Mateus, D; Peter, L; Bradley, A; Tavares, JMRS; Belagiannis, V; Papa, JP; et al. Deep Learning and Data Labeling
for Medical Applications - First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held
in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings. 2016.
10.1007/978-3-319-46976-8
- Bifet, A; May, M; Zadrozny, B; Gavaldà, R; Pedreschi, D; Bonchi, F; Cardoso, JS; Spiliopoulou, M. Machine Learning and
Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part III. 2015.
10.1007/978-3-319-23461-8
|
| Livro |
- Adonias, A.F.; Ferreira-Gomes, J.; Alonso, R.; Neto, F.; Cardoso, J.S.. Towards Automatic Rat’s Gait Analysis Under Suboptimal
Illumination Conditions. 2019.
10.1007/978-3-030-31321-0_22
- Carneiro, G.; Tavares, J.M.R.S.; Bradley, A.; Papa, J.P.; Nascimento, J.C.; Cardoso, J.S.; Belagiannis, V.; Lu, Z.. Preface
DLMIA 2017. 2017.
- Eiben, B.; Lacher, R.; Vavourakis, V.; Hipwell, J.H.; Stoyanov, D.; Williams, N.R.; Sabczynski, J.; et al. Breast conserving
surgery outcome prediction: A patient-specific, integrated multi-modal imaging and mechano-biological modelling framework.
2016.
10.1007/978-3-319-41546-8_35
- Freitas, T.; Alves, P.G.; Carpinteiro, C.; Rodrigues, J.; Fernandes, M.; Castro, M.; Monteiro, J.C.; Cardoso, J.S.. A comparative
analysis of deep and shallow features for multimodal face recognition in a novel RGB-D-IR dataset. 2016.
10.1007/978-3-319-50835-1_72
- Carneiro, G.; Tavares, J.M.R.S.; Bradley, A.; Papa, J.P.; Nascimento, J.C.; Cardoso, J.S.; Belagiannis, V.; Lu, Z.. Preface:
DLMIA 2016. 2016.
- Zolfagharnasab, H.; Cardoso, J.S.; Oliveira, H.P.. Fitting of breast data using free form deformation technique. 2016.
10.1007/978-3-319-41501-7_68
- Khoshrou, S.; Cardoso, J.S.; Granger, E.; Teixeira, L.F.. Spatio-temporal fusion for learning of regions of interests over
multiple video streams. 2015.
10.1007/978-3-319-27863-6_47
- Monteiro, J.C.; Esteves, R.; Santos, G.; Fiadeiro, P.T.; Lobo, J.; Cardoso, J.S.. A comparative analysis of two approaches
to periocular recognition in mobile scenarios. 2015.
10.1007/978-3-319-27863-6_25
- Fernandes, K.; Cardoso, J.S.; Fernandes, J.. Temporal segmentation of digital colposcopies. 2015.
10.1007/978-3-319-19390-8_30
- Kandaswamy, C.; Silva, L.M.; Cardoso, J.S.. Source-target-source classification using stacked denoising autoencoders.
2015.
10.1007/978-3-319-19390-8_5
- Monteiro, J.C.; Cardoso, J.S.. A novel application of universal background models for periocular recognition. 2015.
10.1007/978-3-319-27707-3_18
- Pereira, E.M.; Ciobanu, L.; Cardoso, J.S.. Social signaling descriptor for group behaviour analysis. 2015.
10.1007/978-3-319-19390-8_2
- Paredes, R.; Cardoso, J.S.; Pardo, X.M.. Preface. 2015.
- Paredes, R.; Cardoso, J.S.; Pardo, X.M.. Pattern recognition and image analysis: 7th Iberian conference, IbPRIA 2015 Santiago
de Compostela, Spain, june 17–19, 2015 proceedings. 2015.
10.1007/978-3-319-19390-8
- Monteiro, J.C.; Sequeira, A.F.; Oliveira, H.P.; Cardoso, J.S.. Robust iris localisation in challenging scenarios. 2014.
10.1007/978-3-662-44911-0_10
- Sousa, R.; Da Rocha Neto, A.R.; Cardoso, J.S.; Barreto, G.A.. Classification with reject option using the self-organizing
map. 2014.
10.1007/978-3-319-11179-7-14
- Sousa, R.; Yevseyeva, I.; Da Costa, J.F.P.; Cardoso, J.S.. Multicriteria models for learning ordinal data: A literature
review. 2013.
10.1007/978-3-642-29694-9-6
- Pereira, E.M.; Cardoso, J.S.; Morla, R.. Motion flow tracking in unconstrained videos for retail scenario. 2013.
10.1007/978-3-642-38628-2_40
- Sanches, J.M.; Micó, L.; Cardoso, J.S.. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial
Intelligence and Lecture Notes in Bioinformatics): Preface. 2013.
10.1007/978-3-642-38628-2
- Oliveira, H.P.; Silva, M.D.; Magalhães, A.; Cardoso, M.J.; Cardoso, J.S.. Is kinect depth data accurate for the aesthetic
evaluation after breast cancer surgeries?. 2013.
10.1007/978-3-642-38628-2_31
- Rebelo, A.; Marçal, A.R.S.; Cardoso, J.S.. Global constraints for syntactic consistency in OMR: An ongoing approach.
2013.
10.1007/978-3-642-39094-4_84
- Pinto, T.; Rebelo, A.; Giraldi, G.; Cardoso, J.S.. Music score binarization based on domain knowledge. 2011.
10.1007/978-3-642-21257-4_87
- Sousa, R.; Oliveira, H.P.; Cardoso, J.S.. Feature selection with complexity measure in a quadratic programming setting.
2011.
10.1007/978-3-642-21257-4_65
- Da Rocha Neto, A.R.; Sousa, R.; De A. Barreto, G.; Cardoso, J.S.. Diagnostic of pathology on the vertebral column with
embedded reject option. 2011.
10.1007/978-3-642-21257-4_73
- Carvalho, P.; Pinheiro, M.; Cardoso, J.S.; Corte-Real, L.. A shortest path approach for vibrating line detection and tracking.
2011.
10.1007/978-3-642-21257-4_2
- Faculdade de Engenharia. An accurate and interpretable model for BCCT.core. Portugal. 2010.
- Faculdade de Engenharia. A new linear parametrization for peak friction coefficient estimation in real time. Portugal.
2010.
- Jaime S. Cardoso. Stable Text Line Detection. Portugal. 2009.
- Faculdade de Engenharia. Stable text line detection. Portugal. 2009.
- Faculdade de Engenharia. An ordinal data method for the classification with reject option. Portugal. 2009.
- Faculdade de Engenharia. Image retargeting using stable paths. Portugal. 2009.
- Faculdade de Engenharia. The evaluation of the usability of an intelligent medical system: BCCT.core. Portugal. 2009.
- Cardoso, J.S.; Sousa, R.; Teixeira, L.F.; Cardoso, M.J.. Breast contour detection with stable paths. 2008.
10.1007/978-3-540-92219-3_33
- Faculdade de Engenharia. Object-based spatial segmentation of video guided by depth and motion information. Portugal.
2007.
- Cardoso, J.S.; Cardoso, M.J.. Breast contour detection for the aesthetic evaluation of breast cancer conservative treatment.
2007.
10.1007/978-3-540-75175-5_65
- Costa, J.P.D.; Cardoso, J.S.. Classification of ordinal data using neural networks. 2005.
10.1007/11564096_70
|
| Pré-impressão |
- Ana Gerós; Ricardo Cruz; Fabrice de Chaumont; Jaime S. Cardoso; Paulo Aguiar. "Deep learning-based system for real-time behavior
recognition and closed-loop control of behavioral mazes using depth sensing". Pré-impressão. 2022. https://doi.org/10.1101/2022.02.22.481410.
10.1101/2022.02.22.481410
|
| Resumo em conferência |
- Pinto, D; Mavioso, C; Araujo, RJ; Oliveira, HP; Anacleto, JC; Vasconcelos, MA; Gouveia, P; et al. "Automatic detection of
perforators for microsurgical reconstruction and correlation with patient's body-mass index". 2020.
10.1016/s0959-8049(20)30661-4
- Mavioso, C; Correia Anacleto, JC; Vasconcelos, MA; Araujo, R; Oliveira, H; Pinto, D; Gouveia, P; et al. "The development of
an automatic tool to improve perforators detection in Angio CT in DIEAP flap breast reconstruction". 2018.
10.1016/s0959-8049(18)30448-9
- Keshtgar, MR; Williams, NR; Corica, T; Bulsara, M; Saunders, C; Flyger, H; Bentzon, N; et al. "Cosmetic outcome after intraoperative
radiotherapy or external beam radiotherapy for early breast cancer: An objective assessment of patients from a randomized
controlled trial". 2013.
10.1200/jco.2013.31.26_suppl.59
- Keshtgar, M; Williams, NR; Corica, T; Bulsara, M; Saunders, C; Flyger, H; Bentzon, N; et al. "An objective assessment of cosmetic
outcome after intraoperative radiotherapy or external beam radiotherapy for early breast cancer in patients from a randomized
controlled trial". 2013.
- Keshtgar, M; Williams, NR; Corica, T; Bulsara, M; Saunders, C; Flyger, H; Bentzon, N; et al. "Cosmetic outcome is better after
intraoperative radiotherapy compared with external beam radiotherapy: An objective assessment of patients from a randomized
controlled trial". 2013.
10.1158/0008-5472.sabcs13-p5-14-12
- Keshtgar, MR; Williams, NR; Corica, T; Bulsara, M; Saunders, C; Flyger, H; Bentzon, N; et al. "Cosmetic outcome after intraoperative
radiotherapy or external beam radiotherapy for early breast cancer: An objective assessment of patients from a randomized
controlled trial.". 2013.
10.1200/jco.2013.31.15_suppl.1110
- Cardoso, J; Mesquita, M; Braga, S; Dias Pereira, AD; Bettencourt Dias, M; Chaves, P; Pereira Leal, J. "WWTR1 and CYR61 Are
Early Prognostic Markers of Barrett's Esophagus Malignant Progression". 2012.
10.1016/s0959-8049(12)71782-3
- Magalhaes, AT; Oliveira, HP; Costa, S; Cardoso, JS; Cardoso, MJ. "Value of Photographic Side-Views in the Objective Evaluation
of the Aesthetic Result of Breast Cancer Conservative Treatment". 2010.
10.1158/0008-5472.sabcs10-p5-14-17
- Immink, M; Putter, H; Visser, J; Bartelink, H; Cardoso, J; Cardoso, MJ; Noordijk, EM; et al. "Long-term cosmetic changes after
breast conserving therapy for patients with stage I and II breast cancer treated in the EORTC "boost versus no boost" trial".
2008.
10.1016/s1359-6349(08)70605-0
- Hell, JM; Brockhoff, J; Gebauer, G; Jenetzky, E; Cardoso, M; Cardoso, J; Stanton, A; Sohn, C. "A comprehensive approach to
measure cosmetic and functional results of breast conserving therapy - design and first results of a pilot study". 2008.
- Cardoso, MJ; Cardoso, JS; Wild, T; Krois, W; Fitzal, F. "Comparing two objective methods for the aesthetic evaluation of breast
cancer conservative treatment". 2008.
10.1016/s1359-6349(08)70852-8
- Cardoso, MJ; Cardoso, JS; Vrieling, C; Christie, D; Joahensen, J; Costa, S; Almeida, T. "Is face-view only enough for the
aesthetic evaluation of breast cancer conservative treatment (BCCT)?". 2007.
10.1016/s1359-6349(07)71708-1
- Cardoso, MJ; Cardoso, JS. "Towards a computer-aided medical system for the aesthetic evaluation of breast cancer conservative
treatment.". 2006.
- Cardoso, MJ; Leitao, I; Moura, AJ; Santos, AC; Cardoso, J; Barros, H; Oliveira, MC. "Aesthetic evaluation of conservative
breast cancer treatment. Can measuring help?". 2004.
10.1016/s1359-6349(04)90980-9
- Cardoso, MJ; Leitao, I; Moura, AJ; Santos, AC; Cardoso, J; Barros, H; Oliveira, MC. "Aesthetic evaluation of conservative
breast cancer treatment: new scales of agreement or disagreement?". 2004.
10.1016/s1359-6349(04)90973-1
- Cardoso, MJ; Preto, J; Queiros, H; Garrido, V; Moura, AJ; Pinto de Sousa, J; Ayres de Campos, D; Cardoso, J. "Aesthetic evaluation
of conservative breast cancer treatment: trying to optimize results". 2002.
10.1016/s0959-8049(02)80332-x
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| Tese / Dissertação |
- Pinheiro, Márcia dos Santos. "Sistema web para o reconhecimento de partituras musicais". Mestrado, 2009. http://hdl.handle.net/10216/57563.
- Cardoso, Jaime dos Santos. "Metadata assisted image segmentation". Doutoramento, 2006. http://hdl.handle.net/10216/11315.
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