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Identification

Personal identification

Full name
Hugo Pedro Proença

Citation names

  • Proença, Hugo

Author identifiers

Ciência ID
ED16-81E7-0319
ORCID iD
0000-0003-2551-8570

Websites

  • http://di.ubi.pt/~hugomcp/ (Scholar)

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Computer Hardware and Architecture

Languages

Language Speaking Reading Writing Listening Peer-review
Spanish; Castilian Intermediate (B1) Intermediate (B1) Beginner (A1) Intermediate (B1)
English Advanced (C1) Advanced (C1) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2015/01/05
Concluded
Engenharia Informática (Título de Agregado)
Major in Sistemas Biométricos
Universidade da Beira Interior, Portugal
2004/09/01 - 2007/01/02
Concluded
Engenharia Informática (Doutoramento)
Universidade da Beira Interior, Portugal
Aprovação Unanimidade
2001/09/01 - 2004/01/02
Concluded
Inteligência Artificial e Computação (Mestrado)
Universidade do Porto, Portugal
Muito bom
2001/06/30
Concluded
Matemática/Informática (Licenciatura)
Universidade da Beira Interior, Portugal
Affiliation

Teaching in Higher Education

Category
Host institution
Employer
2021/09/01 - Current Full Professor (University Teacher) Universidade da Beira Interior, Portugal
Universidade da Beira Interior, Portugal
2015/01/02 - 2021/08/30 Associate Professor (University Teacher) Universidade da Beira Interior, Portugal
2007 - 2020 Assistant Professor (University Teacher) Instituto de Telecomunicações, Portugal
2015 - 2018 Associate Professor (University Teacher) Universidade da Beira Interior, Portugal
2015 - 2018 Associate Professor (University Teacher) Universidade da Beira Interior, Portugal
2015 - 2018 Associate Professor (University Teacher) Universidade da Beira Interior, Portugal
2007/01/02 - 2015/01/01 Assistant Professor (University Teacher) Universidade da Beira Interior, Portugal
2013 - 2015 Assistant Professor (University Teacher) Universidade da Beira Interior, Portugal
2013 - 2015 Assistant Professor (University Teacher) Universidade da Beira Interior, Portugal
2013 - 2015 Assistant Professor (University Teacher) Universidade da Beira Interior, Portugal
2004/01/02 - 2007/01/01 Assistant (University Teacher) Universidade da Beira Interior, Portugal
2001/01/02 - 2004/01/01 Trainee Assistant (University Teacher) Universidade da Beira Interior, Portugal

Positions / Appointments

Category
Host institution
Employer
2015 - 2018 Conselho científico/técnico-científico ou orgão correspondente Universidade da Beira Interior, Portugal
2015 - 2018 Coordenação ou direção de centro de investigação, departamento ou equivalente Universidade da Beira Interior, Portugal
2015 - 2018 Conselho científico/técnico-científico ou orgão correspondente Universidade da Beira Interior, Portugal
2015 - 2018 Coordenação ou direção de centro de investigação, departamento ou equivalente Universidade da Beira Interior, Portugal
2015 - 2018 Conselho científico/técnico-científico ou orgão correspondente Universidade da Beira Interior, Portugal
2015 - 2018 Coordenação ou direção de centro de investigação, departamento ou equivalente Universidade da Beira Interior, Portugal

Others

Category
Host institution
Employer
2000/01/01 - 2001/01/01 Especialista de Informática - Estagiário Universidade da Beira Interior, Portugal
Projects

Contract

Designation Funders
2020 - 2023 Prevenção do Abandono e Promoção do Sucesso Escolar na Universidade da Beira Interior"
POCI-62-2019-01
Researcher
Universidade da Beira Interior, Portugal
2020 - 2023 Prevenção do Abandono e Promoção do Sucesso Escolar na Universidade da Beira Interior"
POCI-62-2019-01
N/A
2018 - 2020/08/30 BIODI: Biometria e Deteção de Incidentes
POCI-01-0247-FEDER-033395.
Principal investigator
Instituto de Telecomunicações, Portugal
2010 - 2013/08/31 NECOVID: Covert Negative Biometric Identification
PTDC/EIA-EIA/103945/2008
Principal investigator
Instituto de Telecomunicações, Portugal
Outputs

Publications

Book
  1. Oliveira, J.F.; Proença, H.. Caries detection in panoramic dental X-ray images. 2011.
    10.1007/978-94-007-0011-6_10
Book chapter
  1. Barra, S.; De Marsico, M.; Proença, H.; Nappi, M.. "MICHE competitions: A realistic experience with uncontrolled eye region acquisition". 67-104. 2019.
    10.1007/978-3-030-26972-2_4
Conference paper
  1. Brito, J.; Proenca, H.. "A deep adversarial framework for visually explainable periocular recognition". 2021.
    10.1109/CVPRW53098.2021.00161
  2. Zanlorensi, L.A.; Proenca, H.; Menotti, D.. "Unconstrained Periocular Recognition: Using Generative Deep Learning Frameworks for Attribute Normalization". 2020.
    10.1109/ICIP40778.2020.9191251
  3. Assuncao, E.; Diniz, C.; Gaspar, P.D.; Proenca, H.. "Decision-making support system for fruit diseases classification using Deep Learning". 2020.
    10.1109/DASA51403.2020.9317219
  4. Borza, D.; Yaghoubi, E.; Neves, J.; Proenca, H.. "All-in-one 'HairNet': A Deep Neural Model for Joint Hair Segmentation and Characterization". 2020.
    10.1109/IJCB48548.2020.9304904
  5. Degardin, B.; Proenca, H.. "Human activity analysis: Iterative weak/self-supervised learning frameworks for detecting abnormal events". 2020.
    10.1109/IJCB48548.2020.9304905
  6. Proenca, H.; Neves, J.C.. "Segmentation-less and non-holistic deep-learning frameworks for iris recognition". 2019.
    10.1109/CVPRW.2019.00283
  7. Proenca, H.; Neves, J.C.. "Biometric Recognition in Surveillance Environments Using Master-Slave Architectures". 2019.
    10.1109/SIBGRAPI.2018.00068
  8. Vera-Rodriguez, R.; Blazquez, M.; Morales, A.; Gonzalez-Sosa, E.; Neves, J.C.; Proenca, H.. "FaceGenderID: Exploiting gender information in DCNNs face recognition systems". 2019.
    10.1109/CVPRW.2019.00278
  9. Yaghoubi, E.; Alirezazadeh, P.; Assuncao, E.; Neves, J.C.; Proencaa, H.. "Region-based CNNs for pedestrian gender recognition in visual surveillance environments". 2019.
  10. Alirezazadeh, P.; Yaghoubi, E.; Assuncao, E.; Neves, J.C.; Proenca, H.. "Pose switch-based convolutional neural network for clothing analysis in visual surveillance environment". 2019.
  11. Neves, J.; Proenca, H.. "Exploiting Data Redundancy for Error Detection in Degraded Biometric Signatures Resulting from in the Wild Environments". 2017.
    10.1109/FG.2017.122
  12. Barroso, E.; Santos, G.; Proenca, H.. "Facial expressions: Discriminability of facial regions and relationship to biometrics recognition". 2013.
    10.1109/CIBIM.2013.6607918
  13. Proenca, H.; Neves, J.C.. "Creating synthetic IrisCodes to feed biometrics experiments". 2013.
    10.1109/BIOMS.2013.6656141
  14. Moreno, J.C.; Surya Prasath, V.B.; Proença, H.. "Robust periocular recognition by fusing local to holistic sparse representations". 2013.
    10.1145/2523514.2523540
  15. Santos, G.; Proenca, H.. "Periocular biometrics: An emerging technology for unconstrained scenarios". 2013.
    10.1109/CIBIM.2013.6607908
Journal article
  1. Yaghoubi; Bruno Manuel Degardin; Diana Borza; H. Proença. "You look so different! Haven’t I seen you a long time ago?". Image and Vision Computing 115 1 (2021): 104288-104288. http://www.it.pt/Publications/PaperJournal/31704.
    10.1016/j.imavis.2021.104288
  2. Bruno Manuel Degardin; H. Proença. "Human Behavior Analysis: A Survey on Action Recognition". Applied Sciences (Switzerland) 11 18 (2021): 8324-8324. http://www.it.pt/Publications/PaperJournal/31696.
    10.3390/app11188324
  3. João Brito; Hugo Proença. "A Short Survey on Machine Learning Explainability: An Application to Periocular Recognition". Electronics 10 15 (2021): 1861-1861. https://doi.org/10.3390/electronics10151861.
    10.3390/electronics10151861
  4. Yaghoubi; Diana Borza; Aruna Kumar; H. Proença. "Person re-identification: Implicitly defining the receptive fields of deep learning classification frameworks". Pattern Recognition Letters 145 0 (2021): 23-29. http://www.it.pt/Publications/PaperJournal/30460.
    10.1016/j.patrec.2021.01.035.
  5. Maria de Marsico; H. Proença; Sambit Bakshi; Abhijit Das. "Editorial to special issue on novel insights on ocular biometrics". Image and Vision Computing 1 1 (2021): 104227-104227. http://www.it.pt/Publications/PaperJournal/30586.
    10.1016/j.imavis.2021.104227
  6. H. Proença. "The UU-Net: Reversible Face De-Identification for Visual Surveillance Video Footage". IEEE Transactions on Circuits and Systems for Video Technology 0 0 (2021): 1-14. http://www.it.pt/Publications/PaperJournal/30495.
    10.1109/TCSVT.2021.3066054
  7. Bruno Manuel Degardin; H. Proença. "Iterative Weak/Self-Supervised Classification Framework for Abnormal Events Detection". Pattern Recognition Letters 145 0 (2021): 50-57. http://www.it.pt/Publications/PaperJournal/30459.
    10.1016/j.patrec.2021.01.031
  8. Yaghoubi; Aruna Kumar; H. Proença. "SSS-PR: A Short Survey of Surveys in Person Re-identification". Pattern Recognition Letters 143 0 (2021): 50-57. http://www.it.pt/Publications/PaperJournal/30419.
    10.1016/j.patrec.2020.12.017
  9. Hugo Proenca; Ehsan Yaghoubi; Pendar Alirezazadeh. "A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-Output Classification Problems". IEEE Transactions on Information Forensics and Security 16 (2021): 800-811. https://doi.org/10.1109/TIFS.2020.3023304.
    10.1109/TIFS.2020.3023304
  10. Yaghoubi, E.; Borza, D.; Aruna Kumar, S.V.; Proença, H.. "Person re-identification: Implicitly defining the receptive fields of deep learning classification frameworks". Pattern Recognition Letters 145 (2021): 23-29. http://www.scopus.com/inward/record.url?eid=2-s2.0-85100639585&partnerID=MN8TOARS.
    10.1016/j.patrec.2021.01.035
  11. Aruna Kumar; Yaghoubi; Abhijit Das; B.S. Harish; H. Proença. "The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking and Short/Long-term Re-Identification from Aerial Devices". IEEE Transactions on Information Forensics and Security 0 0 (2020): 1-1. http://www.it.pt/Publications/PaperJournal/30359.
    10.1109/TIFS.2020.3040881
  12. Yaghoubi; Farhad Khezeli; Diana Borza; Aruna Kumar; João Carlos Raposo Neves; H. Proença. "Human Attribute Recognition— A Comprehensive Survey". Applied Sciences (Switzerland) 10 16 (2020): 5608-5608. http://www.it.pt/Publications/PaperJournal/30111.
    10.3390/app10165608
  13. Yaghoubi; Diana Borza; João Carlos Raposo Neves; Aruna Kumar; H. Proença. "An attention-based deep learning model for multiple pedestrian attributes recognition". Image and Vision Computing 0 0 (2020): 103981-103981. http://www.it.pt/Publications/PaperJournal/30092.
    10.1016/j.imavis.2020.103981
  14. João C. Neves; Ruben Tolosana; Ruben Vera-Rodriguez; Vasco Ferrinho Lopes; H. Proença; Julian Fierrez. "GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection". IEEE Journal on Selected Topics in Signal Processing 0 0 (2020): 1-9. http://www.it.pt/Publications/PaperJournal/30069.
    10.1109/JSTSP.2020.3007250
  15. Manuel J.Marin-Jimenez; Aythami Morales; Julian Fierrez; Antonio Pertusa; H. Proença; Jose Salvador Sanchez. "Editorial for special section at Pattern Recognition Letters - IbPRIA 2019". Pattern Recognition Letters 133 0 (2020): 365-365. http://www.it.pt/Publications/PaperJournal/30019.
    10.1016/j.patrec.2020.03.024
  16. Luiz A. Zanlorensi; Diego R. Lucio; Alceu S. Britto Jr; H. Proença; David Menotti. "Deep representations for cross-spectral ocular biometrics". IET Biometrics 0 0 (2019): 1-15. http://www.it.pt/Publications/PaperJournal/29749.
    10.1049/iet-bmt.2019.0116
  17. H. Proença; Sambit Bakshi,; Guodong Guo; Massimo Tistarelli. "IEEE Access Special Section Editorial: Visual Surveillance and Biometrics: Practices, Challenges, and Possibilities". IEEE Access 7 1 (2019): 137638-137641.
    10.1109/ACCESS.2019.2940175
  18. Proenca, Hugo; Neves, Joao C.. "A Reminiscence of “Mastermind”: Iris/Periocular Biometrics by “In-Set” CNN Iterative Analysis". IEEE Transactions on Information Forensics and Security 14 7 (2019): 1702-1712. http://dx.doi.org/10.1109/tifs.2018.2883853.
    10.1109/tifs.2018.2883853
  19. Hugo Proenca; Joao C. Neves. "A Reminiscence of “Mastermind”: Iris/Periocular Biometrics by “In-Set” CNN Iterative Analysis". IEEE Transactions on Information Forensics and Security (2019): 1-1. https://doi.org/10.1109/TIFS.2018.2883853.
    10.1109/TIFS.2018.2883853
  20. Neves, Joao; Proenca, Hugo. "“A Leopard Cannot Change Its Spots”: Improving Face Recognition Using 3D-Based Caricatures". IEEE Transactions on Information Forensics and Security 14 1 (2019): 151-161. http://dx.doi.org/10.1109/tifs.2018.2846617.
    10.1109/tifs.2018.2846617
  21. Joao Neves; Hugo Proenca. "“A Leopard Cannot Change Its Spots”: Improving Face Recognition Using 3D-Based Caricatures". IEEE Transactions on Information Forensics and Security 14 1 (2019): 151-161. https://doi.org/10.1109/TIFS.2018.2846617.
    10.1109/TIFS.2018.2846617
  22. Bakshi, Sambit; Guo, Guodong; Proenca, Hugo; Tistarelli, Massimo. "IEEE Access Special Section Editorial: Visual Surveillance and Biometrics: Practices, Challenges, and Possibilities". IEEE Access 7 (2019): 137638-137641. http://dx.doi.org/10.1109/access.2019.2940175.
    10.1109/access.2019.2940175
  23. H. Proença; Mark S. Nixon; Michele Nappi. "IEEE Intelligent Systems: Trends and Controversies". IEEE Intelligent Systems 33 3 (2018): 41-67. http://www.it.pt/Publications/PaperJournal/20129.
    10.1109/MIS.2018.033001416
  24. Zahid Akhtar; Gautam Kumar; Sambit Bakshi; H. Proença. "Experiments with Ocular Biometric Datasets: A Practitioner’s Guideline". IT Professional 20 3 (2018): 50-63. http://www.it.pt/Publications/PaperJournal/27921.
    10.1109/MITP.2018.032501748
  25. Proenca, Hugo; Neves, Joao C.. "Deep-PRWIS: Periocular Recognition Without the Iris and Sclera Using Deep Learning Frameworks". IEEE Transactions on Information Forensics and Security 13 4 (2018): 888-896. http://dx.doi.org/10.1109/tifs.2017.2771230.
    10.1109/tifs.2017.2771230
  26. Hugo Proenca; Joao C. Neves. "Deep-PRWIS: Periocular Recognition Without the Iris and Sclera Using Deep Learning Frameworks". IEEE Transactions on Information Forensics and Security 13 4 (2018): 888-896. https://doi.org/10.1109/TIFS.2017.2771230.
    10.1109/TIFS.2017.2771230
  27. João Carlos Raposo Neves; Juan Carlos Moreno; H. Proença. "QUIS-CAMPI: An Annotated Multi-biometrics Data Feed From Surveillance Scenarios". IET Biometrics 0 0 (2017): 1-20. http://www.it.pt/Publications/PaperJournal/21615.
    10.1049/iet-bmt.2016.0178
  28. Maria de Marsico; Michele Nappi; Fabio Narducci; H. Proença. "Insights into the results of MICHE I - Mobile Iris CHallenge Evaluation". Pattern Recognition 0 0 (2017): 1-31. http://www.it.pt/Publications/PaperJournal/21564.
    10.1016/j.patcog.2017.08.028
  29. Hugo Proenca; Joao C. Neves. "Soft Biometrics: Globally Coherent Solutions for Hair Segmentation and Style Recognition Based on Hierarchical MRFs". IEEE Transactions on Information Forensics and Security (2017): 1-1. https://doi.org/10.1109%2Ftifs.2017.2680246.
    10.1109/TIFS.2017.2680246
  30. H. Proença; João Carlos Raposo Neves. "Fusing Vantage Point Trees and Linear Discriminants for Fast Feature Classification". Journal of Classification 0 0 (2017): 1-23. http://www.it.pt/Publications/PaperJournal/20353.
    10.1007/s00357-017-9223-0
  31. Hugo Proenca; Joao C. Neves; Silvio Barra; Tiago Marques; Juan C. Moreno. "Joint Head Pose/Soft Label Estimation for Human Recognition In-The-Wild". IEEE Transactions on Pattern Analysis and Machine Intelligence 38 12 (2016): 2444-2456. https://doi.org/10.1109/TPAMI.2016.2522441.
    10.1109/TPAMI.2016.2522441
  32. Maria de Marsico; Michele Nappi; H. Proença. "Results from MICHE II - Mobile Iris CHallenge Evaluation II". Pattern Recognition Letters 000 0 (2016): 1-8. http://www.it.pt/Publications/PaperJournal/20297.
    10.1016/j.patrec.2016.12.013
  33. Hugo Proença; João C. Neves. "Visible-wavelength iris/periocular imaging and recognition surveillance environments". Image and Vision Computing 55 (2016): 22-25. https://doi.org/10.1016/j.imavis.2016.03.015.
    10.1016/j.imavis.2016.03.015
  34. H. Proença; João Carlos Raposo Neves. "Biometric Recognition in Surveillance Scenarios: A Survey". Artificial Intelligence Review 0 0 (2016): 1-27. http://www.it.pt/Publications/PaperJournal/18991.
    10.1007/s10462-016-9474-x
  35. João Carlos Raposo Neves; Juan Carlos Moreno; H. Proença. "A Master-slave Calibration Algorithm with Fish-eye Correction". Mathematical Problems in Engineering 0 0 (2015): 1-8. http://www.it.pt/Publications/PaperJournal/17536.
    10.1155/2015/427270
  36. H. Proença; Juan Carlos Moreno; V. B. Surya Prasath; Gil Melfe Mateus Santos. "Robust periocular recognition by fusing sparse representations of color and geometry information". Journal of Signal Processing Systems 0 0 (2015): 0-0. http://www.it.pt/Publications/PaperJournal/13488.
    10.1007/s11265-015-1023-3
  37. Elisa Barroso; Gil Santos; Luís Cardoso; Chandrashekhar Padole; H. Proença. "Periocular recognition: how much facial expressions affect performance?". Pattern Analysis and Applications 19 2 (2015): 517-530. http://www.it.pt/Publications/PaperJournal/10473.
    10.1007/s10044-015-0493-z
  38. Chandrashekhar Padole; H. Proença. "Aperiodic Feature Representation for Gait Recognition in Cross-view Scenarios for Unconstrained Biometrics". Pattern Analysis and Applications 20 1 (2015): 73-86. http://www.it.pt/Publications/PaperJournal/10249.
    10.1007/s10044-015-0468-0
  39. Gil Santos; Paulo Fiadeiro; H. Proença. "BioHDD: A Dataset for Studying Biometric Identification on Heavily Degraded Data". IET Biometrics 4 1 (2015): 1-9. http://www.it.pt/Publications/PaperJournal/9712.
    10.1049/iet-bmt.2014.0045
  40. Proença, Hugo. "Iris Recognition: What Is Beyond Bit Fragility?". IEEE Transactions on Information Forensics and Security (2015):
    10.1109/TIFS.2014.2371691
  41. Proença, Hugo. "Ocular Biometrics by Score-Level Fusion of Disparate Experts". IEEE Transactions on Image Processing (2014):
    10.1109/TIP.2014.2361285
  42. Juan Carlos Moreno; V. B. Surya Prasath; H. Proença; K. Palaniappan. "Fast and globally convex multiphase active contours for brain MRI segmentation". Computer Vision and Image Understanding 125 0 (2014): 237-250. http://www.it.pt/Publications/PaperJournal/9273.
    10.1016/j.cviu.2014.04.010
  43. H. Proença; João C. Neves; Juan Carlos Moreno. "Face Recognition: Handling Data Misalignments Implicitly by Fusion of Sparse Representations". IET Computer Vision 0 0 (2014): 1-10. http://www.it.pt/Publications/PaperJournal/9329.
    10.1049/iet-cvi.2014.0039
  44. João C. Neves; Helena Castro; Ana Tomás; Miguel Coimbra; H. Proença. "Detection and Separation of Overlapping Cells Based on Contour Concavity for Leishmania images". Cytometry Part A 0 0 (2014): 1-10. http://www.it.pt/Publications/PaperJournal/9209.
    10.1002/cyto.a.22465
  45. H. Proença. "ReigSAC: Fast Discrimination of Spurious Keypoint Correspondences on Planar Surfaces". Machine Vision and Applications 25 3 (2014): 763-773. http://www.it.pt/Publications/PaperJournal/8856.
    10.1007/s00138-014-0593-6
  46. H. Proença. "Iris Biometrics: Indexing and Retrieving Heavily Degraded Data,". IEEE Trans. on Information Forensics and Security 8 2 (2013): 1975-1985. http://www.it.pt/Publications/PaperJournal/8854.
    10.1109/TIFS.2013.2283458
  47. H. Proença; Juan Carlos Moreno. "Periocular Biometrics: Constraining the EGM Algorithm to Biologically Plausible". IET Biometrics 3 4 (2013): 167-175. http://www.it.pt/Publications/PaperJournal/8434.
    10.1049/iet-bmt.2013.0039
  48. Neves, J.C.; Castro, H.; Proença, H.; Coimbra, M.. "Automatic annotation of Leishmania infections in fluorescence microscopy images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7950 LNCS (2013): 613-620. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884489198&partnerID=MN8TOARS.
    10.1007/978-3-642-39094-4_70
  49. Padole, C.N.; Proença, H.. "Compensating for pose and illumination in unconstrained periocular biometrics". International Journal of Biometrics 5 3-4 (2013): 336-359. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883401729&partnerID=MN8TOARS.
    10.1504/IJBM.2013.055971
  50. Proença, H.. "Performance evaluation of keypoint detection and matching techniques on grayscale data". Signal, Image and Video Processing (2013): 1-11. http://www.scopus.com/inward/record.url?eid=2-s2.0-84880783031&partnerID=MN8TOARS.
    10.1007/s11760-013-0535-1
  51. Cardoso, L.; Barbosa, A.; Silva, F.; Pinheiro, A.M.G.; Proenca, H.. "Iris biometrics: Synthesis of degraded ocular images". IEEE Transactions on Information Forensics and Security 8 7 (2013): 1115-1125. http://www.scopus.com/inward/record.url?eid=2-s2.0-84878823760&partnerID=MN8TOARS.
    10.1109/TIFS.2013.2262942
  52. H. Proença; Luís Alexandre. "Introduction to the special issue on the Recognition of visible wavelength iris images captured at-a-distance and on-the-move". Pattern Recognition Letters 28 2 (2012): 963-964. http://www.it.pt/Publications/PaperJournal/6590.
    10.1016/j.patrec.2012.03.003
  53. Proença, Hugo. "Toward Covert Iris Biometric Recognition: Experimental Results From the NICE Contests". (2012):
    10.1109/TIFS.2011.2177659
  54. Komogortsev, O.V.; Karpov, A.; Holland, C.D.; Proenca, H.P.. "Multimodal ocular biometrics approach: A feasibility study". 2012 IEEE 5th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2012 (2012): 209-216. http://www.scopus.com/inward/record.url?eid=2-s2.0-84871990167&partnerID=MN8TOARS.
    10.1109/BTAS.2012.6374579
  55. H. Proença; Gil Santos. "Fusing Color and Shape Descriptors in the Recognition of Degraded Iris Images Acquired at Visible Wavelength". Computer Vision and Image Understanding 116 0 (2011): 167-178. http://www.it.pt/Publications/PaperJournal/5972.
    10.1016/j.cviu.2011.10.008
  56. Proença, Hugo. "Quality Assessment of Degraded Iris Images Acquired in the Visible Wavelength". (2011):
    10.1109/TIFS.2010.2086446
  57. Proença, H.; Du, E.Y.; Scharcanski, J.. "Introduction to the special issue on unconstrained biometrics: Advances and trends". Signal, Image and Video Processing 5 4 (2011): 399-400. http://www.scopus.com/inward/record.url?eid=2-s2.0-80255141903&partnerID=MN8TOARS.
    10.1007/s11760-011-0243-7
  58. Proença, H.. "Non-cooperative iris recognition: Issues and trends". European Signal Processing Conference (2011): 2259-2263. http://www.scopus.com/inward/record.url?eid=2-s2.0-84863743036&partnerID=MN8TOARS.
  59. Proença, Hugo. "The UBIRIS.v2: A Database of Visible Wavelength Iris Images Captured On-the-Move and At-a-Distance". (2010):
    10.1109/TPAMI.2009.66
  60. Proença, H.; Alexandre, L.A.. "Iris recognition: Analysis of the error rates regarding the accuracy of the segmentation stage". Image and Vision Computing 28 1 (2010): 202-206. http://www.scopus.com/inward/record.url?eid=2-s2.0-70449523666&partnerID=MN8TOARS.
    10.1016/j.imavis.2009.03.003
  61. Proença, H.. "Iris recognition: On the segmentation of degraded images acquired in the visible wavelength". IEEE Transactions on Pattern Analysis and Machine Intelligence 32 8 (2010): 1502-1516. http://www.scopus.com/inward/record.url?eid=2-s2.0-77953810940&partnerID=MN8TOARS.
    10.1109/TPAMI.2009.140
  62. Proença, H.; Alexandre, L.A.. "Introduction to the Special Issue on the Segmentation of Visible Wavelength Iris Images Captured At-a-distance and On-the-move". Image and Vision Computing 28 2 (2010): 213-214. http://www.scopus.com/inward/record.url?eid=2-s2.0-70449639689&partnerID=MN8TOARS.
    10.1016/j.imavis.2009.09.004
  63. Proença, H.; Carvalho, N.B.. "Cross-polarization interference cancelation (XPIC) performance in presence of non-linear effects". 2010 Workshop on Integrated Nonlinear Microwave and Millimetre-Wave Circuits, INMMiC 2010 - Conference Proceedings (2010): 93-96. http://www.scopus.com/inward/record.url?eid=2-s2.0-77954804778&partnerID=MN8TOARS.
    10.1109/INMMIC.2010.5480127
  64. Proença, Hugo. "Iris Recognition: On the Segmentation of Degraded Images Acquired in the Visible Wavelength". IEEE Trans. on Pattern Analysis and Machine Intelligence (2009): http://www.it.pt/Publications/PaperJournal/3940.
  65. H. Proença. "An Iris Recognition Approach Through Structural Pattern Analysis Methods". Expert Systems 0 0 (2009): 0-0. http://www.it.pt/Publications/PaperJournal/3943.
    10.1111/j.1468-0394.2009.00534.x
  66. Santos, G.; Proença, H.. "On the role of interpolation in the normalization of non-ideal visible wavelength iris images". CIS 2009 - 2009 International Conference on Computational Intelligence and Security 1 (2009): 315-319. http://www.scopus.com/inward/record.url?eid=2-s2.0-77949294141&partnerID=MN8TOARS.
    10.1109/CIS.2009.113
  67. Proença, H.. "Biometric recognition: When is evidence fusion advantageous?". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5876 LNCS PART 2 (2009): 698-708. http://www.scopus.com/inward/record.url?eid=2-s2.0-72449132933&partnerID=MN8TOARS.
    10.1007/978-3-642-10520-3_66
  68. Proença, H.; Alexandre, L.A.. "Iris recognition: A method to increase the robustness to noisy imaging environments through the selection of the higher discriminating features". Proceedings - International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2007 3 (2008): 301-307. http://www.scopus.com/inward/record.url?eid=2-s2.0-41149172644&partnerID=MN8TOARS.
    10.1109/ICCIMA.2007.266
  69. Proença, H.. "Iris recognition: A method to segment visible wavelength iris images acquired on-the-move and at-a-distance". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5358 LNCS PART 1 (2008): 731-742. http://www.scopus.com/inward/record.url?eid=2-s2.0-68649095149&partnerID=MN8TOARS.
    10.1007/978-3-540-89639-5_70
  70. Proença, Hugo. "Toward Noncooperative Iris Recognition: A Classification Approach Using Multiple Signatures". (2007):
    10.1109/TPAMI.2007.1016
  71. Proença, H.; Alexandre, L.A.. "Iris recognition: An entropy-based coding strategy robust to noisy imaging environments". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4841 LNCS PART 1 (2007): 621-632. http://www.scopus.com/inward/record.url?eid=2-s2.0-38149040203&partnerID=MN8TOARS.
  72. Proença, H.. "A structural pattern analysis approach to Iris recognition". Advances in Soft Computing 45 (2007): 731-738. http://www.scopus.com/inward/record.url?eid=2-s2.0-61349091721&partnerID=MN8TOARS.
    10.1007/978-3-540-75175-5_90
  73. Proença, H.; Alexandre, L.A.. "A method for the identification of inaccuracies in pupil segmentation". Proceedings - First International Conference on Availability, Reliability and Security, ARES 2006 2006 (2006): 224-228. http://www.scopus.com/inward/record.url?eid=2-s2.0-33750935111&partnerID=MN8TOARS.
    10.1109/ARES.2006.9
  74. Proença, H.; Alexandre, L.A.. "Iris segmentation methodology for non-cooperative recognition". IEE Proceedings: Vision, Image and Signal Processing 153 2 (2006): 199-205. http://www.scopus.com/inward/record.url?eid=2-s2.0-33645015562&partnerID=MN8TOARS.
    10.1049/ip-vis:20050213
  75. Proença, H.; Alexandre, L.A.. "A method for the identification of noisy regions in normalized iris images". Proceedings - International Conference on Pattern Recognition 4 (2006): 405-408. http://www.scopus.com/inward/record.url?eid=2-s2.0-34147106934&partnerID=MN8TOARS.
    10.1109/ICPR.2006.100
  76. Proença, H.; Alexandre, L.A.. "UBIRIS: A noisy iris image database". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3617 LNCS (2005): 970-977. http://www.scopus.com/inward/record.url?eid=2-s2.0-33745132732&partnerID=MN8TOARS.
  77. Proença, H.; Oliveira, E.. "MARCS Multi-Agent Railway Control System". Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) 3315 (2004): 12-21. http://www.scopus.com/inward/record.url?eid=2-s2.0-22944486664&partnerID=MN8TOARS.

Other

Other output
  1. Is Gender "In-the-Wild" Inference Really a Solved Problem?. 2021. Roxo, T.; Proença, H.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85108266269&partnerID=MN8TOARS.
  2. REGINA - Reasoning graph convolutional networks in human action recognition. 2021. Degardin, B.; Lopes, V.; Proença, H.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85108119067&partnerID=MN8TOARS.
  3. YinYang-net: Complementing face and body information for wild gender recognition. 2021. Roxo, T.; Proença, H.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85117623341&partnerID=MN8TOARS.
  4. Generative adversarial graph convolutional networks for human action synthesis. 2021. Degardin, B.; Neves, J.; Lopes, V.; Brito, J.; Yaghoubi, E.; Proença, H.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85118607037&partnerID=MN8TOARS.
  5. An attention-based deep learning model for multiple pedestrian attributes recognition. 2020. Yaghoubi, E.; Borza, D.; Neves, J.; Kumar, A.; Proença, H.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095108464&partnerID=MN8TOARS.
  6. The P-DESTRE: A fully annotated dataset for pedestrian detection, tracking, re-identification and search from aerial devices. 2020. Aruna Kumar, S.V.; Yaghoubi, E.; Das, A.; Harish, B.S.; Proença, H.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094995835&partnerID=MN8TOARS.
  7. Unconstrained periocular recognition: Using generative deep learning frameworks for attribute normalization. 2020. Zanlorensi, L.A.; Proença, H.; Menotti, D.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85093449445&partnerID=MN8TOARS.
  8. A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification Problems. 2020. Proença, H.; Yaghoubi, E.; Alirezazadeh, P.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85093422156&partnerID=MN8TOARS.
  9. A symbolic temporal pooling method for video-based person re-identification. 2020. Aruna Kumar, S.V.; Yaghoubi, E.; Proença, H.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095102663&partnerID=MN8TOARS.
  10. The UU-Net: Reversible Face De-Identification for Visual Surveillance Video Footage. 2020. Proença, H.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095378840&partnerID=MN8TOARS.
  11. Forensic shoe-print identification: A brief survey. 2019. Rida, I.; Bakshi, S.; Proença, H.; Fei, L.; Nait-Ali, A.; Hadid, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094529626&partnerID=MN8TOARS.
  12. Real or fake? Spoofing state-of-the-art face synthesis detection systems. 2019. Neves, J.C.; Tolosana, R.; Vera-Rodriguez, R.; Lopes, V.; Proença, H.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85098355238&partnerID=MN8TOARS.
  13. Deep representations for cross-spectral ocular biometrics. 2019. Zanlorensi, L.A.; Lucio, D.R.; Britto, A.S.; Proença, H.; Menotti, D.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094345031&partnerID=MN8TOARS.
Activities

Supervision

Thesis Title
Role
Degree Subject (Type)
Institution / Organization
2018/09/01 - 2021/10/01 Soft Biometrics Analysis in Outdoor Environments
Supervisor
Engenharia Informática (PhD)
Universidade da Beira Interior, Portugal
2019/10/01 - 2020/04/01 Ocular Biometrics in Mobile Devices
Co-supervisor
Engenharia Informática (PhD)
Universidade Federal do Paraná Curso de Medicina, Brazil
2013/01/01 - 2017/01/01 QUIS-CAMPI: Biometric Recognition in Visual Surveillance Environments
Supervisor of João Carlos Raposo Neves
Engenharia Informática (PhD)
2011/01/01 - 2015/01/01 Biometric Recognition in Unconstrained Environments
Supervisor of Gil Melfe Mateus Santos
Engenharia Informática (PhD)
Universidade da Beira Interior, Portugal
Distinctions

Award

2020 Best Associate Editor
Elsevier BV, Netherlands
2014 Best Reviewer Award” of the IAPR / IEEE Joint Conference on Biometrics
IEEE, United States