Creating and sharing knowledge for telecommunications

IT Member Profile

... Hugo Pedro Martins Carriço Proença

Senior Researcher

Hugo Proença

Academic position: Full Professor
Joining date: 01-01-1999
Roles in IT: Senior Researcher
Thematic Line: Information and Data Sciences
Group: Pattern and Image Analysis – Cv

Email: Send Email
Address: IT Branch – Covilhã
Faculdade de Engenharia
Covilhã
6201-001
Tel: 275329953
Fax: 275329972

Alternative Personal Web Page

ORCID iD
https://www.orcid.org/0000-0003-2551-8570

RESEARCHER IDSCOPUSSCHOLARLinkedIn

Bio

Hugo Proença (SM’12) B.Sc. (2001), M.Sc. (2004) and Ph.D. (2007) is an Associate Professor at University of Beira Interior and has been researching mainly about biometrics and visual-surveillance. He is the coordinating editor of the IEEE Biometrics Council Newsletter and the area editor (ocular biometrics) of the IEEE Biometrics Compendium Journal. He is a member of the Editorial Boards of the Image and Vision Computing and International Journal of Biometrics journals and served as Guest Editor of special issues of the Pattern Recognition Letters, Image and Vision Computing and Signal, Image and Video Processing journals

Scientific Achievements

  • Agregação, Universidade da Beira Interior, 07-01-2016
  • PhD, Universidade da Beira Interior, 03-01-2007
  • Licenciatura, Universidade da Beira Interior, 01-08-2001
  • MSc, Faculdade de Engenharia da Universidade do Porto,
  • IEEE - Institute of Electrical and Electronics Engineers, 01-01-2011, Senior Member
  • Universidade da Beira Interior, 01-10-2001, Full Professor
  • Biometric Recognition
  • Periocular recognition
9Supervision of PhD theses
As Supervisor
As Co-supervisor
12Supervision of MSc theses
As Supervisor
As Co-supervisor
1Supervision of Research grants
As Supervisor
2Books
  • M. Marsico Marsico, M. Nappi, H. Proença, Human recognition in Unconstrained Environments, Elsevier Science, Amsterdam, 2016,
    | BibTex
  • JC Scharcanski, H. Proença, E. D. Du, Signal and Image Processing for Biometrics : State of the Art and Recent Advances., Springer, Berlin, 2014,
    | BibTex
4Books Chapters
  • H. Proença, Biometric Identification from Facial Sketches of Poor Fidelity: Comparison of Human and Machine Performance,, Chapter in, Signal and Image Processing for Biometrics : State of the Art and Recent Advances, Jacob Scharcanski, Hugo Proença, Eliza Yingzi, Springer, New York, 2014
  • H. Proença, Using Ocular Data for Unconstrained Biometric Recognition, Chapter in, Face Recognition in Adverse Conditions, Maria De Marsico, Michele Nappi, Massimo Tistarelli, IGI global, Medical Information Science Reference, 2014
  • H. Proença, Iris Recognition in the Visible Wavelength: Issues and Trends, Chapter in, Handbook of Iris Recognition, Mark J. Burge and K. Bowyer, ISBN: 978-4471-4401-4, Springer, 2013
  • H. Proença, J. Oliveira, Caries Detection in Panoramic Dental X-ray Images, Chapter in, Computational Vision and Medical Image Processing: Recent Trends, Computational Methods in Applied Sciences, vol. 6899, pag. 175-190, Digital Object Identifier: 10.1007/978-94-007-0011-6_10, J.M.R.S. Tavares and R.M.N. Jorge, Springer, 2010
79Papers in Journals
  • A. Rocha, K. Bowyer, L. Verdoliva, Z. Lei, H. Proença, Cutting-Edge Biometrics Research: Selected Best Papers From IJCB 2023, IEEE Transactions on Biometrics, Behavior, and Identity Science, Vol. 6, No. 4, pp. 439 - 442, October, 2024 | Full text (PDF 373 KBs) | BibTex
  • R. Carrilho, E. Yaghoubi, J. Lindo, K. Hambarde, H. Proença, Toward Automated Fabric Defect Detection: A Survey of Recent Computer Vision Approaches, Electronics, Vol. 13, No. 18, pp. 3728 - 3728, September, 2024 | Full text (PDF 7 MBs) | BibTex
  • F. Alonso-Fernandez, J. Bigun, N. Damer, H. Proença, A. Ross, Periocular Biometrics: A Modality for Unconstrained Scenarios, IEEE Computer, Vol. 57, No. 6, pp. 40 - 49, June, 2024 | BibTex
  • H. Proença, R. Carrilho, K. Hambarde, A Novel Dataset for Fabric Defect Detection: Bridging Gaps in Anomaly Detection, Applied Sciences (Switzerland), Vol. 14, No. 12, pp. 5298 - 5298, June, 2024 | BibTex
  • H. Proença, Fake It Till You Recognize It: Quality Assessment for Human Action Generative Models, IEEE Transactions on Biometrics, Behavior, and Identity Science, Vol. 6, No. 2, pp. 261 - 271, April, 2024 | BibTex
  • J. Costa, T. Roxo, H. Proença, P. R. M. I. Inácio, How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses, IEEE Access, Vol. 12, No. 0, pp. 61113 - 61136, April, 2024 | BibTex
  • K. Nguyen, H. Proença, F. Alonso-Fernandez, Deep Learning for Iris Recognition: A Survey, ACM Computing Surveys, Vol. 56, No. 9, pp. 1 - 35, April, 2024 | Full text (PDF 991 KBs) | BibTex
  • K. Hambarde, H. Proença, Image-based human re-identification: Which covariates are actually (the most) important?, Image and Vision Computing, Vol. 143, No. 0, pp. 104917 - 104917, March, 2024 | BibTex
  • P. Krishnamoorthy, M. Sathiyanarayanan, H. Proença, A novel and secured email classification and emotion detection using hybrid deep neural network, international journal of cognitive computing in engineering, Vol. 5, No. 0, pp. 44 - 57, February, 2024 | BibTex
  • J. Kolf, J. Elliesen, F. Boutros, H. Proença, N. Damer, SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains, Image and Vision Computing, Vol. 135, No. 9, pp. 104692 - 104692, July, 2023 | Full text (PDF 1 MB) | BibTex
  • K. Hambarde, H. Proença, Information Retrieval: Recent Advances and Beyond, IEEE Access, Vol. 11, No. 0, pp. 76581 - 76604, July, 2023 | Full text (PDF 3 MBs) | BibTex
  • B. Degardin, V. Lopes, H. Proença, ATOM: Self-supervised human action recognition using atomic motion representation learning, Image and Vision Computing, Vol. 137, No. 0, pp. 104750 - 104750, June, 2023 | Full text (PDF 2 MBs) | BibTex
  • H. Proença, D. Menotti, A. Paiva, G. Baranoski, Conference on graphics, patterns and images, Pattern Recognition Letters, Vol. 166, No. 0, pp. 172 - 173, February, 2023 | BibTex
  • L. Cascone, C. Pero, H. Proença, Visual and textual explainability for a biometric verification system based on piecewise facial attribute analysis, Image and Vision Computing, Vol. 132, No. 0, pp. 104645 - 104645, February, 2023 | BibTex
  • D. Borza, E. Yaghoubi, H. Proença, Adaptive Spatial Transformation Networks for Periocular Recognition, Sensors, Vol. 23, No. 5, pp. 2456 - 2456, February, 2023 | BibTex
  • E. Assunção, P. D. G. Gaspar, K. Alibabaei, M. Simões, H. Proença, V. N. G. J. S. Soares, JMLPC Caldeira, Real-Time Image Detection for Edge Devices: A Peach Fruit Detection Application, Future Internet, Vol. 14, No. 11, pp. 323 - 323, November, 2022 | BibTex
  • H. Proença, DeepGabor: A Learning-Based Framework to Augment IrisCodes Permanence, IEEE Transactions on Information Forensics and Security, Vol. 17, No. 1, pp. 3748 - 3757, October, 2022 | Full text (PDF 5 MBs) | BibTex
  • E. Assunção, P. D. G. Gaspar, R. M. Mesquita, M. Simões, K. Alibabaei, A. Veiros, H. Proença, Real-Time Weed Control Application Using a Jetson Nano Edge Device and a Spray Mechanism, Remote Sensing, Vol. 14, No. 17, pp. 4217 - 4217, August, 2022 | BibTex
  • J. Costa, T. Roxo, J. Sequeiros, H. Proença, P. R. M. I. Inácio, Predicting CVSS Metric via Description Interpretation, IEEE Access, Vol. 10, No. 0, pp. 59125 - 59134, June, 2022,
    | Abstract     | BibTex
  • T. Roxo, H. Proença, YinYang-Net: Complementing Face and Body Information for Wild Gender Recognition, IEEE Access, Vol. 10, No. 0, pp. 28122 - 28132, March, 2022 | Full text (PDF 2 MBs) | BibTex
  • H. Proença, The UU-Net: Reversible Face De-Identification for Visual Surveillance Video Footage, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 32, No. 2, pp. 496 - 509, February, 2022 | Full text (PDF 4 MBs) | BibTex
  • E. Assunção, P. D. G. Gaspar, R. Mesquita, M. Simões, A. Ramos, H. Proença, P. R. M. I. Inácio, Peaches Detection Using a Deep Learning Technique—A Contribution to Yield Estimation, Resources Management, and Circular Economy, Climate, Vol. 10, No. 2, pp. 11 - 11, January, 2022 | BibTex
  • B. Degardin, V. Lopes, H. Proença, REGINA—Reasoning Graph Convolutional Networks in Human Action Recognition, IEEE Transactions on Information Forensics and Security, Vol. 16, No. 0, pp. 5442 - 5451, December, 2021 | Full text (PDF 1 MB) | BibTex
  • E. Yaghoubi, B. Degardin, D. Borza, H. Proença, You look so different! Haven’t I seen you a long time ago?, Image and Vision Computing, Vol. 115, No. 1, pp. 104288 - 104288, November, 2021 | Full text (PDF 1 MB) | BibTex
  • B. Degardin, H. Proença, Human Behavior Analysis: A Survey on Action Recognition, Applied Sciences (Switzerland), Vol. 11, No. 18, pp. 8324 - 8324, September, 2021 | Full text (PDF 23 MBs) | BibTex
  • J. Brito, H. Proença, A Short Survey on Machine Learning Explainability: An Application to Periocular Recognition, Electronics, Vol. 10, No. 15, pp. 1861 - 1861, August, 2021 | Full text (PDF 3 MBs) | BibTex
  • E. Yaghoubi, D. Borza, A. Kumar, H. Proença, Person re-identification: Implicitly defining the receptive fields of deep learning classification frameworks, Pattern Recognition Letters, Vol. 145, No. 0, pp. 23 - 29, May, 2021 | BibTex
  • M. Marsico Marsico, H. Proença, S. Bakshi, A. Das, Editorial to special issue on novel insights on ocular biometrics, Image and Vision Computing, Vol. 1, No. 1, pp. 104227 - 104227, May, 2021 | BibTex
  • B. Degardin, H. Proença, Iterative Weak/Self-Supervised Classification Framework for Abnormal Events Detection, Pattern Recognition Letters, Vol. 145, No. 0, pp. 50 - 57, February, 2021 | BibTex
  • E. Yaghoubi, A. Kumar, H. Proença, SSS-PR: A Short Survey of Surveys in Person Re-identification, Pattern Recognition Letters, Vol. 143, No. 0, pp. 50 - 57, January, 2021 | BibTex
  • A. Kumar, E. Yaghoubi, A. Das, B. 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, Vol. 0, No. 0, pp. 1 - 1, December, 2020 | BibTex
  • H. Proença, E. Yaghoubi, P. Alirezazadeh, A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification Problems, IEEE Transactions on Information Forensics and Security, Vol. 0, No. 0, pp. 1 - 1, September, 2020 | BibTex
  • E. Yaghoubi, F. Khezeli, D. Borza, A. Kumar, J. Neves, H. Proença, Human Attribute Recognition— A Comprehensive Survey, Applied Sciences (Switzerland), Vol. 10, No. 16, pp. 5608 - 5608, August, 2020 | BibTex
  • J. Neves, R. Tolosana, R. Vera-Rodriguez, V. Lopes, H. Proença, J. Fierrez, GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection, IEEE Journal on Selected Topics in Signal Processing, Vol. 0, No. 0, pp. 1 - 9, July, 2020 | BibTex
  • E. Yaghoubi, D. Borza, J. Neves, A. Kumar, H. Proença, An attention-based deep learning model for multiple pedestrian attributes recognition, Image and Vision Computing, Vol. 0, No. 0, pp. 103981 - 103981, July, 2020 | BibTex
  • M. J.Marin-Jimenez, A. Morales, J. Fierrez, A. Pertusa, H. Proença, J. Sanchez, Editorial for special section at Pattern Recognition Letters - IbPRIA 2019, Pattern Recognition Letters, Vol. 133, No. 0, pp. 365 - 365, May, 2020 | BibTex
  • L. Zanlorensi, D. Lucio, A. Britto Jr, H. Proença, D. Menotti, Deep representations for cross-spectral ocular biometrics, IET Biometrics, Vol. 0, No. 0, pp. 1 - 15, November, 2019 | BibTex
  • H. Proença, J. Neves, "A Reminiscence of ”Mastermind”: Iris/Periocular Biometrics by ”In-Set” CNN Iterative Analysis, IEEE Transactions on Information Forensics and Security, Vol. 0, No. 0, pp. 0 - 0, January, 2019 | BibTex
  • H. Proença, M.S. Nixon, M. Nappi, IEEE Intelligent Systems: Trends and Controversies, IEEE Intelligent Systems, Vol. 33, No. 3, pp. 41 - 67, June, 2018 | BibTex
  • Z. Akhtar, G. Kumar, S. Bakshi, H. Proença, Experiments with Ocular Biometric Datasets: A Practitioner’s Guideline, IT Professional, Vol. 20, No. 3, pp. 50 - 63, June, 2018 | BibTex
  • H. Proença, J. Neves, Deep-PRWIS: Periocular Recognition Without the Iris and Sclera Using Deep Learning Frameworks, IEEE Transactions on Information Forensics and Security, Vol. 0, No. 0, pp. 1 - 9, February, 2018 | BibTex
  • H. Proença, J. Neves, "A Leopard Cannot Change Its Spots": Improving Face Recognition Using 3D-based Caricatures, IEEE Transactions on Information Forensics and Security, Vol. 14, No. 1, pp. 151 - 161, January, 2018 | BibTex
  • J. Neves, J. Moreno, H. Proença, QUIS-CAMPI: An Annotated Multi-biometrics Data Feed From Surveillance Scenarios, IET Biometrics, Vol. 0, No. 0, pp. 1 - 20, October, 2017 | BibTex
  • M. Marsico Marsico, M. Nappi, F. N. Narducci, H. Proença, Insights into the results of MICHE I - Mobile Iris CHallenge Evaluation, Pattern Recognition, Vol. 0, No. 0, pp. 1 - 31, September, 2017 | BibTex
  • H. Proença, J. C. N. Neves, Soft Biometrics: Globally Coherent Solutions for Hair Segmentation and Style Recognition based on Hierarchical MRFs, IEEE Transactions on Information Forensics and Security, Vol. 0, No. 0, pp. 1 - 9, March, 2017 | BibTex
  • H. Proença, J. Neves, Fusing Vantage Point Trees and Linear Discriminants for Fast Feature Classification, Journal of Classification, Vol. 0, No. 0, pp. 1 - 23, March, 2017 | BibTex
  • M. Marsico Marsico, M. Nappi, H. Proença, Results from MICHE II - Mobile Iris CHallenge Evaluation II, Pattern Recognition Letters, Vol. 000, No. 0, pp. 1 - 8, December, 2016 | BibTex
  • H. Proença, J. Neves, Visible-wavelength Iris / Periocular Imaging and Recognition in Surveillance Environments, Image and Vision Computing, Vol. 0, No. 0, pp. 1 - 4, April, 2016 | BibTex
  • H. Proença, J. Neves, Biometric Recognition in Surveillance Scenarios: A Survey, Artificial Intelligence Review, Vol. 0, No. 0, pp. 1 - 27, March, 2016 | BibTex
  • H. Proença, J. Neves, J. Moreno, Joint Head Pose / Soft Label Estimation for Human Recognition In-The-Wild, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 99, No. 1, pp. 1 - 13, January, 2016 | BibTex
  • J. Neves, J. Moreno, H. Proença, A Master-slave Calibration Algorithm with Fish-eye Correction, Mathematical Problems in Engineering, Vol. 0, No. 0, pp. 1 - 8, September, 2015 | BibTex
  • H. Proença, J. Moreno, V.B. Prasath, G. Santos, Robust periocular recognition by fusing sparse representations of color and geometry information, Journal of Signal Processing Systems, Vol. 0, No. 0, pp. 0 - 0, July, 2015 | BibTex
  • E.B. Barroso, G. Santos Santos, L. Cardoso, C.P. Padole, H. Proença, Periocular recognition: how much facial expressions affect performance?, Pattern Analysis and Applications, Vol. 19, No. 2, pp. 517 - 530, June, 2015 | BibTex
  • G. Santos Santos, PF Fiadeiro, H. Proença, BioHDD: A Dataset for Studying Biometric Identification on Heavily Degraded Data, IET Biometrics, Vol. 4, No. 1, pp. 1 - 9, March, 2015 | BibTex
  • C.P. Padole, H. Proença, Aperiodic Feature Representation for Gait Recognition in Cross-view Scenarios for Unconstrained Biometrics, Pattern Analysis and Applications, Vol. 20, No. 1, pp. 73 - 86, March, 2015 | BibTex
  • H. Proença, Iris Recognition: Whats Beyond Bit Fragility?, IEEE Transactions on Information Forensics and Security, Vol. 10, No. 2, pp. 321 - 332, January, 2015 | BibTex
  • H. Proença, Ocular Biometrics by Score-Level Fusion of Disparate Experts, IEEE Transactions on Image Processing, Vol. 0, No. 0, pp. 1 - 13, October, 2014 | BibTex
  • J. Moreno, V.B. Prasath, H. Proença, K. Palaniappan, Fast and globally convex multiphase active contours for brain MRI segmentation, Computer Vision and Image Understanding, Vol. 125, No. 0, pp. 237 - 250, August, 2014 | BibTex
  • H. Proença, J. C. N. Neves, J. Moreno, Face Recognition: Handling Data Misalignments Implicitly by Fusion of Sparse Representations, IET Computer Vision, Vol. 0, No. 0, pp. 1 - 10, July, 2014 | BibTex
  • J. C. N. Neves, H. Castro, A.M. Tomás, M. Coimbra, H. Proença, Detection and Separation of Overlapping Cells Based on Contour Concavity for Leishmania images, Cytometry. Part A : the journal of the International Society for Analytical Cytology, Vol. 0, No. 0, pp. 1 - 10, May, 2014 | BibTex
  • H. Proença, ReigSAC: Fast Discrimination of Spurious Keypoint Correspondences on Planar Surfaces, Machine Vision and Applications, Vol. 25, No. 3, pp. 763 - 773, March, 2014 | BibTex
  • H. Proença, Iris Biometrics: Indexing and Retrieving Heavily Degraded Data,, IEEE Transactions on Information Forensics and Security, Vol. 8, No. 2, pp. 1975 - 1985, December, 2013 | BibTex
  • H. Proença, J. Moreno, Periocular Biometrics: Constraining the EGM Algorithm to Biologically Plausible, IET Biometrics, Vol. 3, No. 4, pp. 167 - 175, November, 2013 | BibTex
  • H. Proença, Compensating for Pose and Illumination in Unconstrained Periocular Biometrics, International Journal of Biometrics, Vol. 5, No. 3/4, pp. 336 - 359, October, 2013 | BibTex
  • H. Proença, Performance evaluation of keypoint detection and matchingtechniques on grayscale data, Springer Signal, Image and Video Processing, Vol. 0, No. 0, pp. 1 - 11, August, 2013 | BibTex
  • L. Cardoso, A. Barbosa, F. Silva, A. Pinheiro, H. Proença, Iris Biometrics: Synthesis of Degraded Ocular Images, IEEE Transactions on Information Forensics and Security, Vol. 8, No. 7, pp. 1115 - 1125, June, 2013 | BibTex
  • H. Proença, L.A. 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, Vol. 28, No. 2, pp. 963 - 964, June, 2012 | BibTex
  • H. Proença, L.A. Alexandre, Toward Covert Iris Biometric Recognition: Experimental Results From the NICE Contests, IEEE Transactions on Information Forensics and Security, Vol. 7, No. 2, pp. 798 - 808, April, 2012 | BibTex
  • H. Proença, G. Santos Santos, Fusing Color and Shape Descriptors in the Recognition of Degraded Iris Images Acquired at Visible Wavelength, Computer Vision and Image Understanding, Vol. 116, No. 0, pp. 167 - 178, November, 2011 | BibTex
  • H. Proença, D. Yang, Introduction to the Special Issue On Unconstrained Biometrics: Advances and Trends, Springer Signal, Image and Video Processing, Vol. 5, No. 3, pp. 1 - 2, September, 2011 | BibTex
  • H. Proença, Quality Assessment of Degraded Iris Images Acquired in the Visible Wavelength, IEEE Transactions on Information Forensics and Security, Vol. 6, No. 1, pp. 82 - 95, March, 2011,
    | Abstract     | BibTex
  • H. Proença, L.A. Alexandre, 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, Vol. 28, No. 2, pp. 213 - 214, February, 2010,
    | Abstract     | BibTex
  • H. Proença, Iris Recognition: On the Segmentation of Degraded Images Acquired in the Visible Wavelength, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 0, No. 0, pp. 0 - 0, September, 2009,
    | Abstract     | BibTex
  • H. Proença, An Iris Recognition Approach Through Structural Pattern Analysis Methods, Expert Systems, Vol. 0, No. 0, pp. 0 - 0, July, 2009,
    | Abstract     | BibTex
  • H. Proença, L.A. Alexandre, Iris Recognition: Analysis of the Error Rates Regarding the Accuracy of the Segmentation Stage, Image and Vision Computing, Vol. 1, No. 1, pp. 1 - 1, January, 2009,
    | Abstract     | BibTex
  • H. Proença, L.A. Alexandre, S. Filipe, The UBIRIS.v2: A Database of Visible Wavelength Iris Images Captured On-The-Move and At-A-Distance, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 1, No. 1, pp. 1 - 1, January, 2009,
    | Abstract     | BibTex
  • H. Proença, L.A. Alexandre, Towards Non-Cooperative Iris Recognition: A Classification Approach Using Multiple Signatures, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 3, No. 1, pp. 1 - 12, July, 2007 | BibTex
  • H. Proença, L.A. Alexandre, Iris Segmentation Methodology for Non-Cooperative Recognition, IEE Proceedings Part-I: Vision, Image and Signal Processing, Vol. 153, No. 2, pp. 199 - 205, April, 2006 | BibTex
  • T. Roxo, J. Costa, P. R. M. I. Inácio, H. Proença, WASD: A Wilder Active Speaker Detection Dataset, IEEE Transactions on Biometrics, Behavior, and Identity Science, Vol., No., pp. 1 - 1, 2024 | BibTex
28Papers in Conferences
  • B. Degardin, J. C. N. Neves, V. Lopes, J. Brito, E. Yaghoubi, H. Proença, Generative Adversarial Graph Convolutional Networks for Human Action Synthesis, IEEE/CVF Winter Conference on Applications of Computer Vision WACV, Waikoloa, Hawaii, United States, January, 2022 | Full text (PDF 5 MBs) | BibTex
  • B. Degardin, H. Proença, Human Activity Analysis: Iterative Weak/Self-Supervised Learning Frameworks for Detecting Abnormal Events, IEEE International Joint Conf. on Biometrics - IJCB, Houston, United States, September, 2020 | Full text (PDF 1 MB) | BibTex
  • E. Yaghoubi, P. Alirezazadeh, E. Assunção, J. Neves, H. Proença, Soft Biometrics Analysis: Gender Estimation in Crowded Urban Environments, Conference on Telecommunications - ConfTele, Lisbon, Portugal, June, 2019 | BibTex
  • P. Alirezazadeh, E. Yaghoubi, E. Assunção, J. Neves, H. Proença, Video-Based Upper Body Clothing Recognition Using Convolutional Neural Networks, Conf. on Telecommunications - ConfTele, Lisboa, Portugal, June, 2019 | BibTex
  • H. Proença, J. Neves, IRINA: Iris Recognition (even) in Inacurately Segmented Data, IEEE Computer Society Conf. on Computer Vision and Pattern Recognition, Honolulu, United States, Vol. 0, pp. 1 - 10, July, 2017 | BibTex
  • H. Proença, J. Neves, Evaluation of Background Subtraction Algorithms for Human Visual Surveillance, IEEE International Conference on Signal and Image Processing Applications ICSIPA, Kuala Lumpur, Malaysia, Vol. 1, pp. 1 - 6, October, 2015 | BibTex
  • H. Proença, G. Santos, J. Neves, Quis-Campi: Extending In The Wild Biometric Recognition to Surveillance Environments, International Conf. on Image Analysis and Processing - ICIAP, Genova, Italy, Vol. 1, pp. 1 - 6, September, 2015 | BibTex
  • J. Neves, H. Castro, H. Proença, M. Coimbra, Automatic annotation of Leishmania infections in fluorescence microscopy images, AIMI International Conf. on Image Analysis and Recognition - ICIAR, Póvoa de Varzim, Portugal, Vol. ., pp. . - ., June, 2013,
    | Abstract     | Full text (PDF 875 KBs) | BibTex
  • H. Proença, Academic Degrees Ph.D., 3 years in Computer Science Engineering, University of Beira Interior (2007) Thesis: Towards Non-Cooperative Biometric Iris Recognition, Supervisor: Prof. Luís A. Alexandre, IEEE International Conf. on Biometrics: Theory, Applications and Systems - BTAS, Washington, United States, Vol. 1, pp. 1 - 1, September, 2012 | BibTex
  • C. N. Padole, H. Proença, Periocular Recognition: Analysis of Performance Degradation Factors, IAPR International Conf. on Biometrics - ICB, New Delhi, India, Vol. March, pp. 1 - 7, March, 2012 | BibTex
  • G. Santos Santos, H. Proença, Iris Recognition: Preliminary Assessment about the Discriminating Capacity of Visible Wavelength Data, International Workshop on Multimedia Information Processing and Retrieval - MIPR, Taichung, Taiwan, Vol. 1, pp. 1 - 1, November, 2011 | BibTex
  • G. Santos, M. Bernardo, H. Proença, PF Fiadeiro, Iris Recognition: Preliminary Assessment about the Discriminating Capacity of Visible Wavelength Data, IEEE International Symposium on Multimedia (ISM), Taichung, Taiwan, Vol., pp. 324 - 329, December, 2010,
    | Abstract     | BibTex
  • G. Santos Santos, H. Proença, Iris Recognition: Analysing the Distribution of the Iriscodes Concordant Bits, Congress on Image and Signal Processing - CISP, Yantai, China, Vol. 4, pp. 1873 - 1877, November, 2010 | BibTex
  • H. Proença, G. Santos Santos, On the Role of Interpolation in the Normalization of Non-Ideal Visible Wavelength Iris Images, International Conf. on Computational Intelligence and Security - CIS, Beijing, China, Vol. 0, pp. 0 - 0, December, 2009 | BibTex
  • H. Proença, Biometric Recognition: When Is Evidence Fusion Advantageous?, International Symp. on Visual Computing - IVC, Las Vegas, United States, Vol. 2, pp. 698 - 708, October, 2009 | BibTex
  • H. Proença, On the Feasibility of the Visible Wavelength, At-A-Distance and On-The-Move Iris Recognition, IEEE World Congress on Computational Intelligence - WCCI, Nashville, United States, Vol. 1, pp. 9 - 15, March, 2009 | BibTex
  • H. Proença, Iris Recognition: A Method To Segment Visible Wavelength Iris Images Acquired On-The-Move and At-A-Distance, International Symp. on Visual Computing - IVC, Las Vegas, United States, Vol. 1, pp. 731 - 742, December, 2008 | BibTex
  • H. Proença, S. Filipe, Combining Rectangular and Triangular Image Regions to Perform Real-Time Face Detection, International Conf. on Signal Processing - ICSP, Beijing, China, Vol. 1, pp. 903 - 908, October, 2008 | BibTex
  • H. Proença, L.A. Alexandre, Iris Recognition: A Method to Increase the Robustness to Noisy Imaging Environments Through the Selection of the Higher Discriminating Features, IEEE International Conf. on Computational Intelligence and Multimedia Applications, Sivakasi, India, Vol. 3, pp. 301 - 307, December, 2007 | BibTex
  • H. Proença, L.A. Alexandre, Iris Recognition: An Entropy-Based Coding Strategy Robust to Noisy Imaging Environments, International Symp. on Visual Computing - IVC, Lake Tahoe, United States, Vol. 1, pp. 621 - 632, November, 2007 | BibTex
  • H. Proença, A Structural Pattern Analysis Approach to Iris Recognition, International Conf. on Computer Recognition Systems - CORES, Wroclaw, Poland, Vol. 1, pp. 731 - 738, October, 2007 | BibTex
  • H. Proença, L.A. Alexandre, The NICE.I: Noisy Iris Challenge Evaluation – Part I, IEEE International Conf. on Biometrics: Theory, Applications and Systems - BTAS, Washington, United States, Vol. 1, pp. 0 - 0, September, 2007 | BibTex
  • H. Proença, L.A. Alexandre, Iris Recognition: An Analysis of the Aliasing Problem in the Iris Normalization Stage, International Conf. on Computational Intelligence and Security - CIS, Guangzhou, China, Vol. 2, pp. 1771 - 1774, November, 2006 | BibTex
  • H. Proença, L.A. Alexandre, Iris Recognition: Measuring Feature´s Quality for the Feature Selection in Unconstrainded Image Capture Environments, International Conf. on Computational Intelligence for Homeland Security and Personal Safety - CIHSPS, Alexandria, United States, Vol. 1, pp. 35 - 40, October, 2006 | BibTex
  • H. Proença, L.A. Alexandre, A Method for the Identification of Noisy Regions in Normalized Iris Images, International Conf. on Pattern Recognition - ICPR, Hong Kong, China, Vol. 4, pp. 405 - 408, August, 2006 | BibTex
  • H. Proença, L.A. Alexandre, A Method for the Identification of Inaccuracies in the Pupil Segmentation, International Conf. on Availability, Reliability and Security - ARES, Wien, Austria, Vol. 1, pp. 227 - 230, April, 2006 | BibTex
  • H. Proença, L.A. Alexandre, UBIRIS: a noisy iris image database, International Conf. on Image Analysis and Processing - ICIAP, Cagliari, Italy, Vol. 1, pp. 920 - 977, September, 2005 | BibTex
  • H. Proença, MARCS, Multi-Agent Railway Control System, Iberian Conf. on Pattern Recognition and Image Analysis, Puebla, Mexico, Vol. 1, pp. 12 - 21, November, 2004 | BibTex

Closed Projects8

Acronym Name Funding Agency Start date Ending date
BIODI BIODI: Biometria e Deteção de Incidentes FEDER/QREN 01-06-2018 31-05-2021
CellNote Touch CellNote Touch - Touch-based Interactive Annotation of Cellular Images IT/LA 01-05-2011 01-05-2013
GEMINI GEMINI - GastroEnterology Made INteractIve FCT 01-04-2014 01-04-2016
MBIR MBIR-Multispectral Biometric Iris Recognition IT/LA 01-09-2010 01-08-2012
NECOVID NECOVID: Negative Covert Biometric Identification FCT/PTDC 01-11-2009 01-11-2012
NOISYIRIS NOISYRIS - Synthesis of Noisy Iris Images for Biometric Recognition Purposes IT/LA 01-09-2011 01-08-2013
PAIRUE Fusion of Palmprint and Iris Recognition in Uncontrolled Environments IT/LA 01-07-2011 01-12-2013
QUIS-CAMPI QUIS-CAMPI: Biometric Recognition in Surveillance Environments IT/LA 01-03-2014 01-02-2015
1Awards
  • H. Proença, Pattern Recognition letters Top Reviewer 2011-2012, Pattern Recognition letters Top Reviewer 2011-2012,
1Short Courses and Seminars
  • H. Proença, VISUM Computer Vision Summer School, Portugal, Porto, 06-2014
9Conference Committees
  • IAPR International Conf. on Biometrics - ICB, Scientific Committee, 2012
  • IEEE International Conf. on Fuzzy Systems - FUZZ-IEEE, Scientific Committee, 2012
  • IAPR International Conf. on Biometrics - ICB, Scientific Committee, 2011
  • IEEE International Joint Conf. on Biometrics - IJCB, Sessions Chairman, 2011
  • International Conf. on Hand-Based Biometrics - ICHB, Scientific Committee, 2011
  • Thematic Conf. on Computational Vision and Medical Image Processing - VipImage, Scientific Committee, 2010
  • Symp. on Computer Graphics and Image Processing - SIBGRAPI, Scientific Committee, 2009
  • Thematic Conf. on Computational Vision and Medical Image Processing - VipImage, Sessions Chairman, 2009
  • International Conf. on Artificial Neural Networks - ICANN, Organizing Committee, 2007
7Editorial Committees
  • Associate Editor, IEEE Access, 01-10-2018 - 31-12-2020
  • Guest Editor, Pattern Recognition Letters, 01-01-2014 - 01-06-2014
  • Associate Editor, IEEE Biometrics Compendium, 01-11-2012 - today
  • Editorial Board, International Journal of Biometrics, 01-09-2011 - today
  • Guest Editor, Eurasip Journal on Image and Video Processing, 01-06-2010 - 01-12-2010
  • Guest Editor, Pattern Recognition Letters, 01-01-2010 - 01-06-2010
  • Guest Editor, Image and Vision Computing, 01-01-2009 - 01-06-2009
7Refereeing Journals
  • Computer Vision and Image Understanding
    2011, 1 review(s);
  • IEEE Transactions on Medical Imaging
    2009, 1 review(s);
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
    2011, 1 review(s);
  • Eurasip Journal on Image and Video Processing
    2011, 1 review(s);
  • IET Image Processing
    2013, 1 review(s);
  • IEEE Transactions on Image Processing
    2013, 1 review(s);
  • Medical Engineering and Physics
    2013, 1 review(s);
2Refereeing Conferences
  • International Conf. on Artificial Neural Networks - ICANN
    2007, 1 review(s);
  • International Conf. on Computational Intelligence and Security - CIS
    2009, 1 review(s);
© 2024, IT - Instituto de Telecomunicações | All Rights Reserved