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Identification

Personal identification

Full name
Tomas Brandao

Author identifiers

Ciência ID
4011-28C3-817B
ORCID iD
0000-0002-8603-9795
Google Scholar ID
_qKzXHQAAAAJ
Researcher Id
A-6138-2011
Scopus Author Id
22833308000

Email addresses

  • tomas.brandao@iscte-iul.pt (Professional)

Addresses

  • ISCTE-IUL Instituto Universitário de Lisboa. Av. das Forças Armadas, 1649-026, Lisboa, Lisboa, Portugal (Professional)

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics
  • Exact Sciences - Computer and Information Sciences
Education
Degree Classification
2011/12/31
Concluded
 Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2002/12/31
Concluded
 Engenharia Electrotécnica e de Computadores (Mestrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
1999/12/31
Concluded
 Engenharia Electrotécnica e de Computadores (Licenciatura)
Universidade de Lisboa Instituto Superior Técnico, Portugal
Projects

Grant

Designation Funders
2023/01/01 - 2026/12/31 Mestrado em Gestão da Transformação Digital no Sector da Saúde
DIGITAL-2021-SKILLS-01
Researcher
ISCTE-Instituto Universitário de Lisboa, Portugal

LAUREA-AMMATTIKORKEAKOULU OY, Finland

ARISTOTELIO PANEPISTIMIO THESSALONIKIS, Greece

UNIVERSITE GUSTAVE EIFFEL, France

Comprehensive approach to the robotic construction: Drones and robotic arms in the building construction Industries This research aims at focusinInstituto de Telecomunicações IT-IUL, Portugal

CLINIPOWER FINLAND OY, Finland

WHYMOB LDA, Portugal

MUNDISERVICOS - COMPANHIA PORTUGUESA DE SERVICOS E GESTAO LDA, Portugal
European Commission
Ongoing

Contract

Designation Funders
2021/07/26 - 2023/06/30 Espaços Comerciais Inteligentes
LISBOA-01-0247-FEDER-047155
Researcher
ISCTE-Instituto Universitário de Lisboa Centro de Investigação em Ciências da Informação Tecnologias e Arquitetura, Portugal

ISCTE-Instituto Universitário de Lisboa Centro de Investigação e Intervenção Social, Portugal

AXIANSEU Digital Solutions SA, Portugal

SONAE MC, Serviços Partilhados SA, Portugal
P2020
Concluded
2021/07/26 - 2021/12/31 Sistema de classificação de balística
tbd
Researcher
ISCTE-Instituto Universitário de Lisboa Centro de Investigação em Ciências da Informação Tecnologias e Arquitetura, Portugal

Polícia Judiciária, Portugal

INOV, Portugal
ANI
Concluded
Outputs

Publications

Book chapter
  1. Gomes, S.; Elvas, L. B.; Ferreira, J.; Brandão, T.. "Automatic Calcium Detection in Echocardiography Based on Deep Learning: A Systematic Review". In Innovations in Bio-Inspired Computing and Applications, 754-764. --, United States, 2023.
    Published • 10.1007/978-3-031-27499-2_70
  2. Brandão, T.; Queluz, M.P.. "On the Use of Error Correction Codes in Spread Spectrum Based Image Watermarking". In Pacific-Rim Conference on Multimedia PCM 2001: Advances in Multimedia Information Processing, 630-637. --, United States, 2001.
    Published • 10.1007/3-540-45453-5_81
Book review
  1. Domingues, T.; Brandão, T.; Ferreira, J.. "Machine learning for detection and prediction of crop diseases and pests: A comprehensive survey". 9 (2022): https://www.mdpi.com/journal/agriculture.
    Published • 10.3390/agriculture12091350
Conference paper
  1. Correia, S.; Mendes, D.; Jorge, P.; Brandão, T.; Arriaga, P.; Nunes, L.. "Occlusion-aware pedestrian detection and tracking". Paper presented in 2023 30th International Conference on Systems, Signals and Image Processing (IWSSIP), Ohrid, North Macedonia, 2023.
    Published • 10.1109/IWSSIP58668.2023.10180296
  2. Alves, T. M. F.; Piedade, D.; Brandão, T.; Rebola, J. L.; Cartaxo, A. V. T.. "On the use of Feedforward Neural Networks to improve the intercore crosstalk tolerance in self-coherent MCF systems". Paper presented in 2023 23rd International Conference on Transparent Optical Networks (ICTON), Bucharest, Romania, 2023.
    Published • 10.1109/ICTON59386.2023.10207228
  3. Mariano, P.; Almeida, S. M.; Almeida, A.; Correia, C.; Martins, V.; Moura, J.; Brandão, T.; Santana, P.. "An information system for air quality monitoring using mobile sensor networks". Paper presented in Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics, Lisboa, 2022.
    Published • 10.5220/0011320400003271
  4. Valentim, Sergio; Fonseca, Tiago; Ferreira, Joao Carlos; Brandao, Tomas; Ribeiro, Ricardo; Nae, Stefan. "Gun model classification based on fired cartridge case head images with Siamese Networks". Paper presented in International Conference on Intelligent Systems Design and Applications, 2021.
    Published
  5. Valentim, S.; Fonseca, T.; Ferreira, J.; Brandão, T.; Ribeiro, R.; Nae, S.. "Gun model classification based on fired cartridge case head images with siamese networks". Paper presented in Intelligent Systems Design and Applications. Lecture Notes in Networks and Systems, Virtual, Online, 2021.
    Published • 10.1007/978-3-030-96308-8_119
  6. Batista, M.; Oliveira, B.; Chaves, P.; Ferreira, J.C.; Brandao, T.; Baptista, M.; Paulo Chaves; Ferreira, J.; Brandão, T.. "Improved Real-time Wildfire Detection using a Surveillance System". 2019.
  7. Chin, M.; Brandão, T.; Queluz, M.P.. "Bitstream-based quality metric for packetized transmission of H.264 encoded video". Paper presented in IWSSIP 2012, Vienna, 2012.
    Published
  8. Brandão, T.; Chin, M.; Queluz, M.P.. "From PSNR to perceived quality in H.264 encoded video sequences". Paper presented in European Interactive TV Conference, Lisboa, 2011.
    Published
  9. Brandão, T.; Roque, L.; Queluz, M.P.. "Quality assessment of H.264/AVC encoded video". Paper presented in CONFTELE 2009, --, 2009.
    Published
  10. Brandão, T.; Queluz, M. P.. "No-reference PSNR estimation algorithm for H.264 encoded video sequences". Paper presented in 16th European Signal Processing Conference, EUSIPCO 2008, Lausanne, 2008.
    Published
  11. Brandão, T.; Queluz, M. P.. "Blind perceptual quality assessment method for DCT-based encoded images". Paper presented in 15th European Signal Processing Conference, EUSIPCO 2007, --, 2007.
    Published
  12. Brandão, T.; Queluz, M.P.. "Blind PSNR estimation of video sequences using quantized DCT coefficient data". Paper presented in Picture Coding Symposium (PCS), Lisbon, 2007.
    Published
  13. Brandão, T.; Queluz, P.. "Towards objective metrics for blind assessment of images quality". Paper presented in 2006 IEEE International Conference on Image Processing, ICIP 2006, --, 2006.
    Published • 10.1109/ICIP.2006.313133
  14. Brandão, T.; Queluz, P.. "Blind PSNR estimation of video sequences, through non-uniform quantization watermarking". Paper presented in 3rd International Conference on Image Analysis and Recognition, ICIAR 2006, Povoa de Varzim, 2006.
    Published • 10.1007/11867586_55
  15. Brandão, T.; Sequeira, M.; Albuquerque, M.. "Multistage morphology-based license-plate location algorithm". Paper presented in WIAMIS 2004, --, 2004.
    Published
Journal article
  1. Fernandes, J.; Brandão, T.; Almeida, S. M.; Santana, P.. "An educational game to teach children about air quality using augmented reality and tangible interaction with sensors". International Journal of Environmental Research and Public Health 20 5 (2023): https://www.mdpi.com/1660-4601/20/5/3814.
    Published • 10.3390/ijerph20053814
  2. Fogaça, J.; Brandão, T.; Ferreira, J.. "Deep learning-based graffiti detection: A study using Images from the streets of Lisbon". Applied Sciences 13 4 (2023): https://www.mdpi.com/2076-3417/13/4/2249/htm.
    Published • 10.3390/app13042249
  3. Mendes, D.; Correia, S.; Jorge, P.; Brandão, T.; Arriaga, P.; Nunes, L.. "Multi-camera person re-identification based on trajectory data". Applied Sciences 13 20 (2023): https://www.mdpi.com/2076-3417/13/20/11578.
    Published • 10.3390/app132011578
  4. Gonçalves, C.; Santana, P.; Brandão, T.; Guedes, M.. "Automatic detection of Acacia longifolia invasive species based on UAV-acquired aerial imagery". Information Processing in Agriculture 9 2 (2022): 276-287. https://www.sciencedirect.com/journal/information-processing-in-agriculture.
    Published • 10.1016/j.inpa.2021.04.007
  5. Domingues, T.; Brandão, T.; Ribeiro, R.; Ferreira, J.. "Insect detection in sticky trap images of tomato crops using machine learning". Agriculture 12 11 (2022): https://www.mdpi.com/journal/agriculture.
    Published • 10.3390/agriculture12111967
  6. Piedade, D.; Alves, T. M. F.; Brandão, T.. "Short-reach MCF-based systems employing KK Receivers and feedforward neural networks for ICXT mitigation". Photonics 9 5 (2022): https://www.mdpi.com/journal/photonics.
    Published • 10.3390/photonics9050286
  7. Brandão, T.; Queluz, M.P.. "No-reference quality assessment of H.264/AVC encoded video". IEEE Transactions on Circuits and Systems for Video Technology 20 11 (2010): 1437-1447.
    Published • 10.1109/TCSVT.2010.2077474
  8. Brandão, T.; Queluz, M.P.. "No-reference image quality assessment based on DCT domain statistics". Signal Processing 88 4 (2008): 822-833.
    Published • 10.1016/j.sigpro.2007.09.017
  9. Brandão, T.; Queluz, M. P.; Rodrigues, A.. "Diversity enhancement of coded spread spectrum video watermarking". Wireless Personal Communications 23 1 (2002): 93-104. https://link.springer.com/article/10.1023%2FA%3A1020901307323.
    Published • 10.1023/A:1020901307323
  10. Brandão, T.; Queluz, M.P.; Rodrigues, A.. "Performance improvement of spatial watermarking through efficient non-binary channel coding". Proceedings of SPIE - The International Society for Optical Engineering 4314 (2001): 651-662. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034774873&partnerID=MN8TOARS.
    10.1117/12.435450
Report
  1. Brandão, T.; Queluz, M.P.. 2015. Blur – Quantificação da suavização dos contornos.
  2. Brandão, T.; Queluz, M.P.; Silva, L.. 2015. Frame Freeze - Detecção e Quantificação Automática de Tramas Paradas.
  3. Brandão, T.; Queluz, M.P.. 2015. ColorGamut – Detecção de valores ilegais nas componentes de cor.
  4. Brandão, T.; Queluz, M.P.. 2013. Degradação da qualidade de vídeo digital: causas e modelos de avaliação objectivos.

Other

Other output
  1. Automatic Calcium Detection in Echocardiography Based on Deep Learning: A Systematic Review. Innovations in Bio-Inspired Computing and Applications. 2023. Gomes, S.; Elvas, L. B.; Ferreira, J.; Brandão, T.. https://link.springer.com/chapter/10.1007/978-3-031-27499-2_70.
  2. The Importance of Accommodation Images in Online Booking Sites: A Systematic Literature Review. TMS ALGARVE 2022: SUSTAINABILITY CHALLENGES IN TOURISM, HOSPITALITY AND MANAGEMENT. 2022. Mendes, D.; Cruz, F.; Brandão, T.. http://www.esght.ualg.pt/tms2022/index.php/tms2022/TMS2022.
  3. Automatic Calcium Detection in Echocardiography based on Deep Learning: A Systematic Review. World Congress on Information and Communication Technologies. 2022. Gomes, S.; Elvas, L. B.; Ferreira, J.; Brandão, T.. http://www.mirlabs.net/wict22/.
  4. Direct Detection Weakly Coupled Multicore Fiber Systems Impaired by ICXT. IX Seminar in Multi Gigabit Optical Networks. 2022. Tiago M. F. Alves; Piedade, D.; Brandão, T.; Cartaxo, A..
  5. Gun model classification based on fired cartridge case head images with Siamese Networks. International Conference on Intelligent Systems Design and Applications (ISDA). 2021. Valentim, S.; Fonseca, T.; Ferreira, J.; Brandão, T.; Ribeiro, R.; Nae, S.. http://www.mirlabs.org/isda21/.
  6. Detecting violence on movie excerpts - A machine-learning approach based on audio and video features. INForum 2016. 2016. Dias, L.; Brandão, T.; Batista, F..
  7. No-reference perceptual quality metric for H.264/AVC encoded video. International Workshop on Video Processing and Quality Metrics for Consumer Electronics. 2010. Brandão, T.; Queluz, M.P.. http://www.vpqm.org/.