Abdenour Hadid

Orcid: 0000-0001-9092-735X

According to our database1, Abdenour Hadid authored at least 179 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
Deepfake Detection Using Spatiotemporal Transformer.
ACM Trans. Multim. Comput. Commun. Appl., November, 2024

When geoscience meets generative AI and large language models: Foundations, trends, and future challenges.
Expert Syst. J. Knowl. Eng., October, 2024

COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge.
Sensors, March, 2024

Generation and detection of manipulated multimodal audiovisual content: Advances, trends and open challenges.
Inf. Fusion, March, 2024

Driver's facial expression recognition: A comprehensive survey.
Expert Syst. Appl., 2024

Shuffle Vision Transformer: Lightweight, Fast and Efficient Recognition of Driver Facial Expression.
CoRR, 2024

TempoKGAT: A Novel Graph Attention Network Approach for Temporal Graph Analysis.
CoRR, 2024

Harnessing the Power of Large Vision Language Models for Synthetic Image Detection.
CoRR, 2024

Bi-LORA: A Vision-Language Approach for Synthetic Image Detection.
CoRR, 2024

TG-PhyNN: An Enhanced Physically-Aware Graph Neural Network Framework for Forecasting Spatio-Temporal Data.
Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

SEECAD: Semantic End-to-End Communication for Autonomous Driving.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

AI-Generated Content: Opportunities and Challenges.
Proceedings of the 4th International Conference on Image Processing and Vision Engineering, 2024

FIDAVL: Fake Image Detection and Attribution Using Vision-Language Model.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Face to Cartoon Incremental Super-Resolution Using Knowledge Distillation.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Knowledge-Based Convolutional Neural Network for the Simulation and Prediction of Two-Phase Darcy Flows.
Proceedings of the IEEE International Conference on Acoustics, 2024

Is Semantic Communication for Autonomous Driving Secured against Adversarial Attacks?
Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

Kinship Verification from Text: Towards Discovering Subtitle Textual Features Shared by Family Members using Large Language Models.
Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023
Kinship recognition from faces using deep learning with imbalanced data.
Multim. Tools Appl., April, 2023

On the effectiveness of handcrafted features for deepfake video detection.
J. Electronic Imaging, 2023

Pain Analysis using Adaptive Hierarchical Spatiotemporal Dynamic Imaging.
CoRR, 2023

Skew Probabilistic Neural Networks for Learning from Imbalanced Data.
CoRR, 2023

Probabilistic AutoRegressive Neural Networks for Accurate Long-Range Forecasting.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Deepfakes Signatures Detection in the Handcrafted Features Space.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
A Deep Multiscale Spatiotemporal Network for Assessing Depression From Facial Dynamics.
IEEE Trans. Affect. Comput., 2022

Map-Matching-Based Localization Using Camera and Low-Cost GPS for Lane-Level Accuracy.
Sensors, 2022

Vehicular Environment Identification Based on Channel State Information and Deep Learning.
Sensors, 2022

Face Presentation Attack Detection Using Deep Background Subtraction.
Sensors, 2022

Evaluation of Pre-Trained CNN Models for Geographic Fake Image Detection.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

W-Transformers: A Wavelet-based Transformer Framework for Univariate Time Series Forecasting.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Knowledge-based Deep Learning for Modeling Chaotic Systems.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

ILC-Unet++ for Covid-19 Infection Segmentation.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2021
COVID-19 Recognition Using Ensemble-CNNs in Two New Chest X-ray Databases.
Sensors, 2021

A weighted exponential discriminant analysis through side-information for face and kinship verification using statistical binarized image features.
Int. J. Mach. Learn. Cybern., 2021

Two Ensemble-CNN Approaches for Colorectal Cancer Tissue Type Classification.
J. Imaging, 2021

Per-COVID-19: A Benchmark Dataset for COVID-19 Percentage Estimation from CT-Scans.
J. Imaging, 2021

HCiT: Deepfake Video Detection Using a Hybrid Model of CNN features and Vision Transformer.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

2020
Vision-based human activity recognition: a survey.
Multim. Tools Appl., 2020

Tensor cross-view quadratic discriminant analysis for kinship verification in the wild.
Neurocomputing, 2020

Age estimation from faces using deep learning: A comparative analysis.
Comput. Vis. Image Underst., 2020

A Simple Yet Effective Convolutional Neural Network Model to Classify Facial Expressions.
Proceedings of the Modelling and Implementation of Complex Systems, 2020

Towards Robust Deep Neural Networks for Affect and Depression Recognition from Speech.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Kinship Verification From Gait?
Proceedings of the IEEE International Conference on Image Processing, 2020

Multi-view Deep Features for Robust Facial Kinship Verification.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019
Replayed Video Attack Detection Based on Motion Blur Analysis.
IEEE Trans. Inf. Forensics Secur., 2019

Kinship verification from face images in discriminative subspaces of color components.
Multim. Tools Appl., 2019

A continuous smartphone authentication method based on gait patterns and keystroke dynamics.
J. Ambient Intell. Humaniz. Comput., 2019

A Spatiotemporal Convolutional Neural Network for Automatic Pain Intensity Estimation from Facial Dynamics.
Int. J. Comput. Vis., 2019

Bag of words KAZE (BoWK) with two-step classification for high-resolution remote sensing images.
IET Comput. Vis., 2019

Clinical Depression and Affect Recognition with EmoAudioNet.
CoRR, 2019

AVD: Adversarial Video Distillation.
CoRR, 2019

Learning multi-view deep and shallow features through new discriminative subspace for bi-subject and tri-subject kinship verification.
Appl. Intell., 2019

Depression Detection Based on Deep Distribution Learning.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

AWSD: Adaptive Weighted Spatiotemporal Distillation for Video Representation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Audio-Visual Kinship Verification in the Wild.
Proceedings of the 2019 International Conference on Biometrics, 2019

Face Anti-spoofing using Hybrid Residual Learning Framework.
Proceedings of the 2019 International Conference on Biometrics, 2019

Learning to Detect Genuine versus Posed Pain from Facial Expressions using Residual Generative Adversarial Networks.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Combining Global and Local Convolutional 3D Networks for Detecting Depression from Facial Expressions.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Kinship Verification based Deep and Tensor Features through Extreme Learning Machine.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Face Anti-Spoofing via Sample Learning Based Recurrent Neural Network (RNN).
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
A Survey on Computer Vision for Assistive Medical Diagnosis From Faces.
IEEE J. Biomed. Health Informatics, 2018

Kinship verification from facial images and videos: human versus machine.
Mach. Vis. Appl., 2018

Face spoofing detection with local binary pattern network.
J. Vis. Commun. Image Represent., 2018

On the generalization of color texture-based face anti-spoofing.
Image Vis. Comput., 2018

Scarce face recognition via two-layer collaborative representation.
IET Biom., 2018

Face recognition under spoofing attacks: countermeasures and research directions.
IET Biom., 2018

Biometrics: In Search of Identity and Security (Q & A).
IEEE Multim., 2018

Face Presentation Attack Detection in Learned Color-liked Space.
CoRR, 2018

Feature Fusion with Deep Supervision for Remote-Sensing Image Scene Classification.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Deep Spatiotemporal Representation of the Face for Automatic Pain Intensity Estimation.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Binary Representation of Facial Expressions: A Novel Framework for Automatic Pain Intensity Recognition.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Contextual Weighting of Patches for Local Matching in Still-to-Video Face Recognition.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Deep Discriminative Model for Video Classification.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
On Using Soft Biometrics in Forensic Investigation.
Proceedings of the Handbook of Biometrics for Forensic Science, 2017

Efficient Tensor-Based 2D+3D Face Verification.
IEEE Trans. Inf. Forensics Secur., 2017

Face Antispoofing Using Speeded-Up Robust Features and Fisher Vector Encoding.
IEEE Signal Process. Lett., 2017

Deep convolutional hashing using pairwise multi-label supervision for large-scale visual search.
Signal Process. Image Commun., 2017

Fingerprint liveness detection using local texture features.
IET Biom., 2017

Pyramid multi-level features for facial demographic estimation.
Expert Syst. Appl., 2017

Kinship Verification from Videos using Spatio-Temporal Texture Features and Deep Learning.
CoRR, 2017

A novel statistical and multiscale local binary feature for 2D and 3D face verification.
Comput. Electr. Eng., 2017

Face anti-spoofing via deep local binary patterns.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017


OULU-NPU: A Mobile Face Presentation Attack Database with Real-World Variations.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Foreword.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016
Face Spoofing Detection Using Colour Texture Analysis.
IEEE Trans. Inf. Forensics Secur., 2016

Comments on the "Kinship Face in the Wild" Data Sets.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Audiovisual synchrony assessment for replay attack detection in talking face biometrics.
Multim. Tools Appl., 2016

Kernel sparse modeling for prototype selection.
Knowl. Based Syst., 2016

Facial age estimation using BSIF and LBP.
CoRR, 2016

On the usefulness of color for kinship verification from face images.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2016

On pain assessment from facial videos using spatio-temporal local descriptors.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

An accurate eye localization approach for smart embedded system.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Unsupervised deep hashing for large-scale visual search.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

An original face anti-spoofing approach using partial convolutional neural network.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Fast Chinese character detection from complex scenes.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Kinship Verification from Faces via Similarity Metric Based Convolutional Neural Network.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Scale space texture analysis for face anti-spoofing.
Proceedings of the International Conference on Biometrics, 2016

On the robustness of audiovisual liveness detection to visual speech animation.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015
Local Image Filters.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Biometrics Systems Under Spoofing Attack: An evaluation methodology and lessons learned.
IEEE Signal Process. Mag., 2015

On soft biometrics.
Pattern Recognit. Lett., 2015

Gender and texture classification: A comparative analysis using 13 variants of local binary patterns.
Pattern Recognit. Lett., 2015

Special issue on "Soft Biometrics".
Pattern Recognit. Lett., 2015

On the use of Kinect depth data for identity, gender and ethnicity classification from facial images.
Pattern Recognit. Lett., 2015

Gait biometrics under spoofing attacks: an experimental investigation.
J. Electronic Imaging, 2015

Face verification using local binary patterns and generic model adaptation.
Int. J. Biom., 2015

Face Recognition Using Smoothed High-Dimensional Representation.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Face Verification Based on Gabor Region Covariance Matrices.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Super-resolution pipeline for fast adjudication in watchlist screening.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Face anti-spoofing based on color texture analysis.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Side-Information based Exponential Discriminant Analysis for face verification in the wild.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Foreword - Biometrics in the Wild 2015.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Unsupervised learning of overcomplete face descriptors.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
Gait Anti-spoofing.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2014

Face Anti-spoofing: Visual Approach.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2014

Ear biometric recognition using local texture descriptors.
J. Electronic Imaging, 2014

Measuring and mitigating targeted biometric impersonation.
IET Biom., 2014

Face liveness detection using dynamic texture.
EURASIP J. Image Video Process., 2014

Learning local image descriptors using binary decision trees.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Face and texture analysis using local descriptors: A comparative analysis.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

An In-depth Examination of Local Binary Descriptors in Unconstrained Face Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multi scale multi descriptor local binary features and exponential discriminant analysis for robust face authentication.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Generalized textured contact lens detection by extracting BSIF description from Cartesian iris images.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

How Much Information Kinect Facial Depth Data Can Reveal About Identity, Gender and Ethnicity?
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

On the Effects of Illumination Normalization with LBP-Based Watchlist Screening.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Face Biometrics Under Spoofing Attacks: Vulnerabilities, Countermeasures, Open Issues, and Research Directions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Mobile Biometrics: Combined Face and Voice Verification for a Mobile Platform.
IEEE Pervasive Comput., 2013

Demographic classification from face videos using manifold learning.
Neurocomputing, 2013

Extracting Local Binary Patterns from Image Key Points: Application to Automatic Facial Expression Recognition.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Face Verification Using Local Binary Patterns and Maximum A Posteriori Vector Quantization Model.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Age Estimation Using Local Binary Pattern Kernel Density Estimate.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Improving Gait Biometrics under Spoofing Attacks.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Face Recognition under Ageing Effect: A Comparative Analysis.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Complementary countermeasures for detecting scenic face spoofing attacks.
Proceedings of the International Conference on Biometrics, 2013

Face verification using local binary patterns generic histogram adaptation and Chi-square based decision.
Proceedings of the European Workshop on Visual Information Processing, 2013

Context based face anti-spoofing.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

Fingerprint Liveness Detection using Binarized Statistical Image Features.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

2012
Face spoofing detection from single images using texture and local shape analysis.
IET Biom., 2012

Age Classification in Unconstrained Conditions Using LBP Variants.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Can gait biometrics be Spoofed?
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Efficient Image Appearance Description Using Dense Sampling Based Local Binary Patterns.
Proceedings of the Computer Vision - ACCV 2012, 2012

Face Spoofing Detection Using Dynamic Texture.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Computer Vision Using Local Binary Patterns
Computational Imaging and Vision 40, Springer, ISBN: 978-0-85729-748-8, 2011

On the use of dynamic features in face biometrics: recent advances and challenges.
Signal Image Video Process., 2011

Facial Deblur Inference Using Subspace Analysis for Recognition of Blurred Faces.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Combining Contrast Information and Local Binary Patterns for Gender Classification.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Face spoofing detection from single images using micro-texture analysis.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011


Analyzing Facial Behavioral Features from Videos.
Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

Improving the recognition of faces occluded by facial accessories.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Skin Color in Face Analysis.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

Local Representation of Facial Features.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

2010
Recognition of Blurred Faces via Facial Deblurring Combined with Blur-Tolerant Descriptors.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Local Image Filters.
Proceedings of the Encyclopedia of Biometrics, 2009

Combining appearance and motion for face and gender recognition from videos.
Pattern Recognit., 2009

Manifold Learning for Gender Classification from Face Sequences.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Manifold Learning for Video-to-Video Face Recognition.
Proceedings of the Biometric ID Management and Multimodal Communication, 2009

2008
Combining motion and appearance for gender classification from video sequences.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Local spatiotemporal descriptors for visual recognition of spoken phrases.
Proceedings of the International Workshop on Human-Centered Multimedia, 2007

Face and Eye Detection for Person Authentication in Mobile Phones.
Proceedings of the 2007 First ACM/IEEE International Conference on Distributed Smart Cameras, 2007

Learning Personal Specific Facial Dynamics for Face Recognition from Videos.
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

2006
Face Description with Local Binary Patterns: Application to Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

A Hybrid Approach to Face Detection under Unconstrained Environments.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Learning and recognizing faces: from still images to video sequences.
PhD thesis, 2005

Real Time Facial Expression Recognition Using Local Binary Patterns and Linear Programming.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Texture Features in Facial Image Analysis.
Proceedings of the Advances in Biometric Person Authentication, 2005

A Novel Real Time System for Facial Expression Recognition.
Proceedings of the Affective Computing and Intelligent Interaction, 2005

2004
Selecting Models from Videos for Appearance-Based Face Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Face Recognition Based on the Appearance of Local Regions.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A Coarse-to-Fine Classification Scheme for Facial Expression Recognition.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

From Still Image to Video-Based Face Recognition: An Experimental Analysis.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Face Recognition with Local Binary Patterns.
Proceedings of the Computer Vision, 2004

A Discriminative Feature Space for Detecting and Recognizing Faces.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Efficient Locally Linear Embeddings of Imperfect Manifolds.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

2002
Color-Based Face Detection Using Skin Locus Model and Hierarchical Filtering.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Unsupervised Learning Using Locally Linear Embedding: Experiments with Face Pose Analysis.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000
Face recognition using neural networks and eigenfaces.
Proceedings of the ISCA 15th International Conference Computers and Their Applications, 2000

Face Recognition under Varying Views.
Proceedings of the Biologically Motivated Computer Vision, 2000


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