Hugo Proença

Orcid: 0000-0003-2551-8570

Affiliations:
  • University of Beira Interior, Covilhã, Portugal


According to our database1, Hugo Proença authored at least 128 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Fake It Till You Recognize It: Quality Assessment for Human Action Generative Models.
IEEE Trans. Biom. Behav. Identity Sci., April, 2024

Towards Zero-Shot Interpretable Human Recognition: A 2D-3D Registration Framework.
CoRR, 2024

Editor-in-Chief.
IEEE Access, 2024

Defying Limits: Super-Resolution Refinement with Diffusion Guidance.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
ATOM: Self-supervised human action recognition using atomic motion representation learning.
Image Vis. Comput., September, 2023

Visual and textual explainability for a biometric verification system based on piecewise facial attribute analysis.
Image Vis. Comput., April, 2023

Adaptive Spatial Transformation Networks for Periocular Recognition.
Sensors, March, 2023

Conference on graphics, patterns and images.
Pattern Recognit. Lett., February, 2023

SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains.
Image Vis. Comput., 2023

How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses.
CoRR, 2023

WASD: A Wilder Active Speaker Detection Dataset.
CoRR, 2023

Information Retrieval: Recent Advances and Beyond.
IEEE Access, 2023

On Exploring Audio Anomaly in Speech.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2023

2022
: A Learning-Based Framework to Augment Permanence.
IEEE Trans. Inf. Forensics Secur., 2022

The UU-Net: Reversible Face De-Identification for Visual Surveillance Video Footage.
IEEE Trans. Circuits Syst. Video Technol., 2022

Real-Time Weed Control Application Using a Jetson Nano Edge Device and a Spray Mechanism.
Remote. Sens., 2022

25th ICPR - Real-time Visual Surveillance as-a-Service (VSaaS) for smart security solutions.
IET Biom., 2022

Real-Time Image Detection for Edge Devices: A Peach Fruit Detection Application.
Future Internet, 2022

Guest Editorial Introduction to the Special Issue on "Biometrics Based Methods for Healthcare Applications".
Comput. Vis. Image Underst., 2022

Periocular Biometrics: A Modality for Unconstrained Scenarios.
CoRR, 2022

Deep Learning for Iris Recognition: A Survey.
CoRR, 2022

YinYang-Net: Complementing Face and Body Information for Wild Gender Recognition.
IEEE Access, 2022

Predicting CVSS Metric via Description Interpretation.
IEEE Access, 2022

Generative Adversarial Graph Convolutional Networks for Human Action Synthesis.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Face Super-Resolution Using Stochastic Differential Equations.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

2021
A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-Output Classification Problems.
IEEE Trans. Inf. Forensics Secur., 2021

The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, and Short/Long-Term Re-Identification From Aerial Devices.
IEEE Trans. Inf. Forensics Secur., 2021

REGINA - Reasoning Graph Convolutional Networks in Human Action Recognition.
IEEE Trans. Inf. Forensics Secur., 2021

Is Gender "In-the-Wild" Inference Really a Solved Problem?
IEEE Trans. Biom. Behav. Identity Sci., 2021

SSS-PR: A short survey of surveys in person re-identification.
Pattern Recognit. Lett., 2021

Person re-identification: Implicitly defining the receptive fields of deep learning classification frameworks.
Pattern Recognit. Lett., 2021

Iterative weak/self-supervised classification framework for abnormal events detection.
Pattern Recognit. Lett., 2021

You look so different! Haven't I seen you a long time ago?
Image Vis. Comput., 2021

Editorial to special issue on novel insights on ocular biometrics.
Image Vis. Comput., 2021

Faces in the Wild: Efficient Gender Recognition in Surveillance Conditions.
CoRR, 2021

A Deep Adversarial Framework for Visually Explainable Periocular Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Editorial for special section at Pattern Recognition Letters - IbPRIA 2019.
Pattern Recognit. Lett., 2020

GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection.
IEEE J. Sel. Top. Signal Process., 2020

An attention-based deep learning model for multiple pedestrian attributes recognition.
Image Vis. Comput., 2020

Deep representations for cross-spectral ocular biometrics.
IET Biom., 2020

A Symbolic Temporal Pooling method for Video-based Person Re-Identification.
CoRR, 2020

The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, Re-Identification and Search from Aerial Devices.
CoRR, 2020

An Implicit Attention Mechanism for Deep Learning Pedestrian Re-identification Frameworks.
CoRR, 2020

Unconstrained Periocular Recognition: Using Generative Deep Learning Frameworks for Attribute Normalization.
Proceedings of the IEEE International Conference on Image Processing, 2020

Human Activity Analysis: Iterative Weak/Self-Supervised Learning Frameworks for Detecting Abnormal Events.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

All-in-one "HairNet": A Deep Neural Model for Joint Hair Segmentation and Characterization.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

2019
A Reminiscence of "Mastermind": Iris/Periocular Biometrics by "In-Set" CNN Iterative Analysis.
IEEE Trans. Inf. Forensics Secur., 2019

"A Leopard Cannot Change Its Spots": Improving Face Recognition Using 3D-Based Caricatures.
IEEE Trans. Inf. Forensics Secur., 2019

Real or Fake? Spoofing State-Of-The-Art Face Synthesis Detection Systems.
CoRR, 2019

Forensic Shoe-print Identification: A Brief Survey.
CoRR, 2019

IEEE Access Special Section Editorial: Visual Surveillance and Biometrics: Practices, Challenges, and Possibilities.
IEEE Access, 2019

FaceGenderID: Exploiting Gender Information in DCNNs Face Recognition Systems.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Segmentation-Less and Non-Holistic Deep-Learning Frameworks for Iris Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Region-Based CNNs for Pedestrian Gender Recognition in Visual Surveillance Environments.
Proceedings of the 2019 International Conference of the Biometrics Special Interest Group, 2019

Pose Switch-based Convolutional Neural Network for Clothing Analysis in Visual Surveillance Environment.
Proceedings of the 2019 International Conference of the Biometrics Special Interest Group, 2019

MICHE Competitions: A Realistic Experience with Uncontrolled Eye Region Acquisition.
Proceedings of the Selfie Biometrics - Advances and Challenges, 2019

2018
Deep-PRWIS: Periocular Recognition Without the Iris and Sclera Using Deep Learning Frameworks.
IEEE Trans. Inf. Forensics Secur., 2018

Insights into the results of MICHE I - Mobile Iris CHallenge Evaluation.
Pattern Recognit., 2018

Experiments with Ocular Biometric Datasets: A Practitioner's Guideline.
IT Prof., 2018

QUIS-CAMPI: an annotated multi-biometrics data feed from surveillance scenarios.
IET Biom., 2018

Trends and Controversies.
IEEE Intell. Syst., 2018

Biometric Recognition in Surveillance Environments Using Master-Slave Architectures.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

2017
Soft Biometrics: Globally Coherent Solutions for Hair Segmentation and Style Recognition Based on Hierarchical MRFs.
IEEE Trans. Inf. Forensics Secur., 2017

Results from MICHE II - Mobile Iris CHallenge Evaluation II.
Pattern Recognit. Lett., 2017

"Mobile Iris CHallenge Evaluation part II (MICHE II)".
Pattern Recognit. Lett., 2017

An aperiodic feature representation for gait recognition in cross-view scenarios for unconstrained biometrics.
Pattern Anal. Appl., 2017

Fusing Vantage Point Trees and Linear Discriminants for Fast Feature Classification.
J. Classif., 2017

Exploiting Data Redundancy for Error Detection in Degraded Biometric Signatures Resulting From in the Wild Environments.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

IRINA: Iris Recognition (Even) in Inaccurately Segmented Data.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Robust Periocular Recognition by Fusing Sparse Representations of Color and Geometry Information.
J. Signal Process. Syst., 2016

Joint Head Pose/Soft Label Estimation for Human Recognition In-The-Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Periocular recognition: how much facial expressions affect performance?
Pattern Anal. Appl., 2016

Visible-wavelength iris/periocular imaging and recognition surveillance environments.
Image Vis. Comput., 2016

Biometric recognition in surveillance scenarios: a survey.
Artif. Intell. Rev., 2016

Mobile Iris CHallenge Evaluation II: Results from the ICPR competition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

ICB-RW 2016: International challenge on biometric recognition in the wild.
Proceedings of the International Conference on Biometrics, 2016

2015
Iris Recognition: What Is Beyond Bit Fragility?
IEEE Trans. Inf. Forensics Secur., 2015

Performance evaluation of keypoint detection and matching techniques on grayscale data.
Signal Image Video Process., 2015

Guest editorial introduction to the special executable issue on "Mobile Iris CHallenge Evaluation part I (MICHE I)".
Pattern Recognit. Lett., 2015

Face recognition: handling data misalignments implicitly by fusion of sparse representations.
IET Comput. Vis., 2015

BioHDD: a dataset for studying biometric identification on heavily degraded data.
IET Biom., 2015

Adaptive diffusion constrained total variation scheme with application to 'cartoon + texture + edge' image decomposition.
CoRR, 2015

Quis-Campi: Extending in the Wild Biometric Recognition to Surveillance Environments.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

A Calibration Algorithm for Multi-camera Visual Surveillance Systems Based on Single-View Metrology.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Acquiring high-resolution face images in outdoor environments: A master-slave calibration algorithm.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

Dynamic camera scheduling for visual surveillance in crowded scenes using Markov random fields.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Ocular Biometrics by Score-Level Fusion of Disparate Experts.
IEEE Trans. Image Process., 2014

ReigSAC: fast discrimination of spurious keypoint correspondences on planar surfaces.
Mach. Vis. Appl., 2014

Periocular biometrics: constraining the elastic graph matching algorithm to biologically plausible distortions.
IET Biom., 2014

Fast and globally convex multiphase active contours for brain MRI segmentation.
Comput. Vis. Image Underst., 2014

Segmenting the periocular region using a hierarchical graphical model fed by texture / shape information and geometrical constraints.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

2013
Iris Recognition in the Visible Wavelength.
Proceedings of the Handbook of Iris Recognition, 2013

Iris Biometrics: Indexing and Retrieving Heavily Degraded Data.
IEEE Trans. Inf. Forensics Secur., 2013

Iris Biometrics: Synthesis of Degraded Ocular Images.
IEEE Trans. Inf. Forensics Secur., 2013

Compensating for pose and illumination in unconstrained periocular biometrics.
Int. J. Biom., 2013

Brain MRI Segmentation with Fast and Globally Convex Multiphase Active Contours.
CoRR, 2013

Robust periocular recognition by fusing local to holistic sparse representations.
Proceedings of the 6th International Conference on Security of Information and Networks, 2013

Automatic Annotation of Leishmania Infections in Fluorescence Microscopy Images.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Periocular biometrics: An emerging technology for unconstrained scenarios.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2013

Facial expressions: Discriminability of facial regions and relationship to biometrics recognition.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2013

2012
Toward Covert Iris Biometric Recognition: Experimental Results From the NICE Contests.
IEEE Trans. Inf. Forensics Secur., 2012

Introduction to the Special Issue on the Recognition of Visible Wavelength Iris Images Captured At-a-distance and On-the-move.
Pattern Recognit. Lett., 2012

Fusing color and shape descriptors in the recognition of degraded iris images acquired at visible wavelengths.
Comput. Vis. Image Underst., 2012

Periocular recognition: Analysis of performance degradation factors.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Multimodal ocular biometrics approach: A feasibility study.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011
Quality Assessment of Degraded Iris Images Acquired in the Visible Wavelength.
IEEE Trans. Inf. Forensics Secur., 2011

Introduction to the special issue on unconstrained biometrics: advances and trends.
Signal Image Video Process., 2011

A robust eye-corner detection method for real-world data.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Non-cooperative iris recognition: Issues and trends.
Proceedings of the 19th European Signal Processing Conference, 2011

UBEAR: A dataset of ear images captured on-the-move in uncontrolled conditions.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011

2010
The UBIRIS.v2: A Database of Visible Wavelength Iris Images Captured On-the-Move and At-a-Distance.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Iris Recognition: On the Segmentation of Degraded Images Acquired in the Visible Wavelength.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Introduction to the Special Issue on the Segmentation of Visible Wavelength Iris Images Captured At-a-distance and On-the-move.
Image Vis. Comput., 2010

Iris recognition: Analysis of the error rates regarding the accuracy of the segmentation stage.
Image Vis. Comput., 2010

An iris recognition approach through structural pattern analysis methods.
Expert Syst. J. Knowl. Eng., 2010

Iris Recognition: Preliminary Assessment about the Discriminating Capacity of Visible Wavelength Data.
Proceedings of the 12th IEEE International Symposium on Multimedia, 2010

2009
Biometric Recognition: When Is Evidence Fusion Advantageous?
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

On the Role of Interpolation in the Normalization of Non-ideal Visible Wavelength Iris Images.
Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009

On the feasibility of the visible wavelength, at-a-distance and on-the-move iris recognition.
Proceedings of the 2009 IEEE Workshop on Computational Intelligence in Biometrics: Theory, 2009

2008
A Structural Pattern Analysis Approach to Iris Recognition.
Proceedings of the Computer Recognition Systems 2, 2008

Iris Recognition: A Method to Segment Visible Wavelength Iris Images Acquired On-the-Move and At-a-Distance.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Evaluating WiMAX for vehicular communication applications.
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008

2007
Toward Noncooperative Iris Recognition: A Classification Approach Using Multiple Signatures.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Iris Recognition: An Entropy-Based Coding Strategy Robust to Noisy Imaging Environments.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

2006
A Method for the Identification of Noisy Regions in Normalized Iris Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Method for the Identification of Inaccuracies in Pupil Segmentation.
Proceedings of the The First International Conference on Availability, 2006

2005
UBIRIS: A Noisy Iris Image Database.
Proceedings of the Image Analysis and Processing, 2005

2004
MARCS Multi-agent Railway Control System.
Proceedings of the Advances in Artificial Intelligence, 2004


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