Face Recognition under Varying Views. - A. Sehad; H. Hocini; Abdenour Hadid; M. Djeddi; S. Ameur (Biologically Motivated Computer Vision, 2000)

Face recognition using neural networks and eigenfaces. - A. Sehad; Abdenour Hadid; H. Hocini; M. Djeddi; S. Ameur (CATA, 2000)

Unsupervised Learning Using Locally Linear Embedding: Experiments with Face Pose Analysis. - Abdenour Hadid; Olga Kouropteva; Matti Pietikäinen (ICPR (1), 2002)

Color-Based Face Detection Using Skin Locus Model and Hierarchical Filtering. - Abdenour Hadid; Matti Pietikäinen; Birgitta Martinkauppi (ICPR (4), 2002)

Efficient Locally Linear Embeddings of Imperfect Manifolds. - Abdenour Hadid; Matti Pietikäinen (MLDM, 2003)

A Discriminative Feature Space for Detecting and Recognizing Faces. - Abdenour Hadid; Matti Pietikäinen; Timo Ahonen (CVPR (2), 2004)

Face Recognition with Local Binary Patterns. - Timo Ahonen; Abdenour Hadid; Matti Pietikäinen (ECCV (1), 2004)

From Still Image to Video-Based Face Recognition: An Experimental Analysis. - Abdenour Hadid; Matti Pietikäinen (FGR, 2004)

A Coarse-to-Fine Classification Scheme for Facial Expression Recognition. - Xiaoyi Feng; Abdenour Hadid; Matti Pietikäinen (ICIAR (2), 2004)

Face Recognition Based on the Appearance of Local Regions. - Timo Ahonen; Matti Pietikäinen; Abdenour Hadid; Topi Mäenpää (ICPR (3), 2004)

Selecting Models from Videos for Appearance-Based Face Recognition. - Abdenour Hadid; Matti Pietikäinen (ICPR (1), 2004)

A Novel Real Time System for Facial Expression Recognition. - Xiaoyi Feng; Matti Pietikäinen; Abdenour Hadid; Hongmei Xie (ACII, 2005)

Texture Features in Facial Image Analysis. - Matti Pietikäinen; Abdenour Hadid (IWBRS, 2005)

Real Time Facial Expression Recognition Using Local Binary Patterns and Linear Programming. - Xiaoyi Feng; Jie Cui; Matti Pietikäinen; Abdenour Hadid (MICAI, 2005)

Learning and recognizing faces: from still images to video sequences. - Abdenour Hadid (2005)

A Hybrid Approach to Face Detection under Unconstrained Environments. - Abdenour Hadid; Matti Pietikäinen (ICPR (1), 2006)

Face Description with Local Binary Patterns: Application to Face Recognition. - Timo Ahonen; Abdenour Hadid; Matti Pietikäinen (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Learning Personal Specific Facial Dynamics for Face Recognition from Videos. - Abdenour Hadid; Matti Pietikäinen; Stan Z. Li (AMFG, 2007)

Face and Eye Detection for Person Authentication in Mobile Phones. - Abdenour Hadid; Jarkko Y. Heikkilä; Olli Silvén; Matti Pietikäinen (ICDSC, 2007)

Local spatiotemporal descriptors for visual recognition of spoken phrases. - Guoying Zhao 001; Matti Pietikäinen; Abdenour Hadid (HCM@MM, 2007)

Combining motion and appearance for gender classification from video sequences. - Abdenour Hadid; Matti Pietikäinen (ICPR, 2008)

Manifold Learning for Video-to-Video Face Recognition. - Abdenour Hadid; Matti Pietikäinen (COST 2101/2102 Conference, 2009)

Manifold Learning for Gender Classification from Face Sequences. - Abdenour Hadid; Matti Pietikäinen (ICB, 2009)

Combining appearance and motion for face and gender recognition from videos. - Abdenour Hadid; Matti Pietikäinen (Pattern Recognit., 2009)

Local Image Filters. - Abdenour Hadid; Matti Pietikäinen (Encyclopedia of Biometrics, 2009)

Recognition of Blurred Faces via Facial Deblurring Combined with Blur-Tolerant Descriptors. - Abdenour Hadid; Masashi Nishiyama; Yoichi Sato (ICPR, 2010)

Local Representation of Facial Features. - Joni-Kristian Kämäräinen; Abdenour Hadid; Matti Pietikäinen (Handbook of Face Recognition, 2011)

Skin Color in Face Analysis. - Birgitta Martinkauppi; Abdenour Hadid; Matti Pietikäinen (Handbook of Face Recognition, 2011)

Improving the recognition of faces occluded by facial accessories. - Rui Min 002; Abdenour Hadid; Jean-Luc Dugelay (FG, 2011)

Analyzing Facial Behavioral Features from Videos. - Abdenour Hadid (HBU, 2011)

Competition on counter measures to 2-D facial spoofing attacks. - Murali Mohan Chakka; André Anjos; Sébastien Marcel; Roberto Tronci; Daniele Muntoni; Gianluca Fadda; Maurizio Pili; Nicola Sirena; Gabriele Murgia; Marco Ristori; Fabio Roli; Junjie Yan; et al. (IJCB, 2011)

Face spoofing detection from single images using micro-texture analysis. - Jukka Määttä; Abdenour Hadid; Matti Pietikäinen (IJCB, 2011)

Combining Contrast Information and Local Binary Patterns for Gender Classification. - Juha Ylioinas; Abdenour Hadid; Matti Pietikäinen (SCIA, 2011)

Facial Deblur Inference Using Subspace Analysis for Recognition of Blurred Faces. - Masashi Nishiyama; Abdenour Hadid; Hidenori Takeshima; Jamie Shotton; Tatsuo Kozakaya; Osamu Yamaguchi (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

On the use of dynamic features in face biometrics: recent advances and challenges. - Abdenour Hadid; Jean-Luc Dugelay; Matti Pietikäinen (Signal Image Video Process., 2011)

Computer Vision Using Local Binary Patterns - Matti Pietikäinen; Abdenour Hadid; Guoying Zhao 001; Timo Ahonen (Springer, 2011)

Face Spoofing Detection Using Dynamic Texture. - Jukka Komulainen; Abdenour Hadid; Matti Pietikäinen (ACCV Workshops (1), 2012)

Efficient Image Appearance Description Using Dense Sampling Based Local Binary Patterns. - Juha Ylioinas; Abdenour Hadid; Yimo Guo; Matti Pietikäinen (ACCV (3), 2012)

Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data. - Christopher McCool; Sébastien Marcel; Abdenour Hadid; Matti Pietikäinen; Pavel Matejka; Jan Cernocký; Norman Poh; Josef Kittler; Anthony Larcher; Christophe Lévy; Driss Matrouf; Jean-François Bonastre; et al. (ICME Workshops, 2012)

Can gait biometrics be Spoofed? - Abdenour Hadid; Mohammad Ghahramani; Vili Kellokumpu; Matti Pietikäinen; John D. Bustard; Mark S. Nixon (ICPR, 2012)

Age Classification in Unconstrained Conditions Using LBP Variants. - Juha Ylioinas; Abdenour Hadid; Matti Pietikäinen (ICPR, 2012)

Face spoofing detection from single images using texture and local shape analysis. - Jukka Määttä; Abdenour Hadid; Matti Pietikäinen (IET Biom., 2012)

Fingerprint Liveness Detection using Binarized Statistical Image Features. - Luca Ghiani; Abdenour Hadid; Gian Luca Marcialis; Fabio Roli (BTAS, 2013)

Context based face anti-spoofing. - Jukka Komulainen; Abdenour Hadid; Matti Pietikäinen (BTAS, 2013)

Face verification using local binary patterns generic histogram adaptation and Chi-square based decision. - Elhocine Boutellaa; Messaoud Bengherabi; Zinelabidine Boulkenafet; Farid Harizi; Abdenour Hadid (EUVIP, 2013)

Complementary countermeasures for detecting scenic face spoofing attacks. - Jukka Komulainen; Abdenour Hadid; Matti Pietikäinen; André Anjos; Sébastien Marcel (ICB, 2013)

Face Recognition under Ageing Effect: A Comparative Analysis. - Zahid Akhtar; Ajita Rattani; Abdenour Hadid; Massimo Tistarelli (ICIAP (2), 2013)

Improving Gait Biometrics under Spoofing Attacks. - Abdenour Hadid; Mohammad Ghahramani; John D. Bustard; Mark S. Nixon (ICIAP (2), 2013)

Age Estimation Using Local Binary Pattern Kernel Density Estimate. - Juha Ylioinas; Abdenour Hadid; Xiaopeng Hong; Matti Pietikäinen (ICIAP (1), 2013)

Face Verification Using Local Binary Patterns and Maximum A Posteriori Vector Quantization Model. - Elhocine Boutellaa; Farid Harizi; Messaoud Bengherabi; Samy Ait-Aoudia; Abdenour Hadid (ISVC (1), 2013)

Extracting Local Binary Patterns from Image Key Points: Application to Automatic Facial Expression Recognition. - Xiaoyi Feng; Yangming Lai; Xiaofei Mao; Jinye Peng; Xiaoyue Jiang; Abdenour Hadid (SCIA, 2013)

Demographic classification from face videos using manifold learning. - Abdenour Hadid; Matti Pietikäinen (Neurocomputing, 2013)

Mobile Biometrics: Combined Face and Voice Verification for a Mobile Platform. - Philip A. Tresadern; Timothy F. Cootes; Norman Poh; Pavel Matejka; Abdenour Hadid; Christophe Lévy; Christopher McCool; Sébastien Marcel (IEEE Pervasive Comput., 2013)

Face Biometrics Under Spoofing Attacks: Vulnerabilities, Countermeasures, Open Issues, and Research Directions. - Abdenour Hadid (CVPR Workshops, 2014)

On the Effects of Illumination Normalization with LBP-Based Watchlist Screening. - Ibtihel Amara; Eric Granger; Abdenour Hadid (ECCV Workshops (2), 2014)

How Much Information Kinect Facial Depth Data Can Reveal About Identity, Gender and Ethnicity? - Elhocine Boutellaa; Messaoud Bengherabi; Samy Ait-Aoudia; Abdenour Hadid (ECCV Workshops (2), 2014)

Generalized textured contact lens detection by extracting BSIF description from Cartesian iris images. - Jukka Komulainen; Abdenour Hadid; Matti Pietikäinen (IJCB, 2014)

Multi scale multi descriptor local binary features and exponential discriminant analysis for robust face authentication. - Abdelmalik Ouamane; Messaoud Bengherabi; Abderrezak Guessoum; Abdenour Hadid; Mohamed Cheriet (ICIP, 2014)

An In-depth Examination of Local Binary Descriptors in Unconstrained Face Recognition. - Juha Ylioinas; Abdenour Hadid; Juho Kannala; Matti Pietikäinen (ICPR, 2014)

Face and texture analysis using local descriptors: A comparative analysis. - Abdenour Hadid; Juha Ylioinas; Miguel Bordallo López (IPTA, 2014)

Learning local image descriptors using binary decision trees. - Juha Ylioinas; Juho Kannala; Abdenour Hadid; Matti Pietikäinen (WACV, 2014)

Face liveness detection using dynamic texture. - Tiago Freitas Pereira; Jukka Komulainen; André Anjos; José Mario De Martino; Abdenour Hadid; Matti Pietikäinen; Sébastien Marcel (EURASIP J. Image Video Process., 2014)

Measuring and mitigating targeted biometric impersonation. - John D. Bustard; John N. Carter; Mark S. Nixon; Abdenour Hadid (IET Biom., 2014)

Ear biometric recognition using local texture descriptors. - Amir Benzaoui; Abdenour Hadid; Abdelhani Boukrouche (J. Electronic Imaging, 2014)

Face Anti-spoofing: Visual Approach. - André Anjos; Jukka Komulainen; Sébastien Marcel; Abdenour Hadid; Matti Pietikäinen (Handbook of Biometric Anti-Spoofing, 2014)

Gait Anti-spoofing. - John D. Bustard; Mohammad Ghahramani; John N. Carter; Abdenour Hadid; Mark S. Nixon (Handbook of Biometric Anti-Spoofing, 2014)

Unsupervised learning of overcomplete face descriptors. - Juha Ylioinas; Juho Kannala; Abdenour Hadid; Matti Pietikäinen (CVPR Workshops, 2015)

Foreword - Biometrics in the Wild 2015. - Bir Bhanu; Abdenour Hadid; Qiang Ji; Mark S. Nixon; Vitomir Struc (FG, 2015)

Side-Information based Exponential Discriminant Analysis for face verification in the wild. - Abdelmalik Ouamane; Messaoud Bengherabi; Abdenour Hadid; Mohamed Cheriet (FG, 2015)

Face anti-spoofing based on color texture analysis. - Zinelabidine Boulkenafet; Jukka Komulainen; Abdenour Hadid (ICIP, 2015)

Super-resolution pipeline for fast adjudication in watchlist screening. - Vitaliy Tayanov; Eric Granger; Miguel Bordallo López; Abdenour Hadid (IPTA, 2015)

Face Verification Based on Gabor Region Covariance Matrices. - Zinelabidine Boulkenafet; Elhocine Boutellaa; Messaoud Bengherabi; Abdenour Hadid (SCIA, 2015)

Face Recognition Using Smoothed High-Dimensional Representation. - Juha Ylioinas; Juho Kannala; Abdenour Hadid; Matti Pietikäinen (SCIA, 2015)

Face verification using local binary patterns and generic model adaptation. - Elhocine Boutellaa; Farid Harizi; Messaoud Bengherabi; Samy Ait-Aoudia; Abdenour Hadid (Int. J. Biom., 2015)

Gait biometrics under spoofing attacks: an experimental investigation. - Abdenour Hadid; Mohammad Ghahramani; Vili Kellokumpu; Xiaoyi Feng; John D. Bustard; Mark S. Nixon (J. Electronic Imaging, 2015)

On the use of Kinect depth data for identity, gender and ethnicity classification from facial images. - Elhocine Boutellaa; Abdenour Hadid; Messaoud Bengherabi; Samy Ait-Aoudia (Pattern Recognit. Lett., 2015)

Special issue on "Soft Biometrics". - Paulo Lobato Correia; Abdenour Hadid; Thomas B. Moeslund (Pattern Recognit. Lett., 2015)

Gender and texture classification: A comparative analysis using 13 variants of local binary patterns. - Abdenour Hadid; Juha Ylioinas; Messaoud Bengherabi; Mohammad Ghahramani; Abdelmalik Taleb-Ahmed (Pattern Recognit. Lett., 2015)

On soft biometrics. - Mark S. Nixon; Paulo L. Correia; Kamal Nasrollahi; Thomas B. Moeslund; Abdenour Hadid; Massimo Tistarelli (Pattern Recognit. Lett., 2015)

Biometrics Systems Under Spoofing Attack: An evaluation methodology and lessons learned. - Abdenour Hadid; Nicholas W. D. Evans; Sébastien Marcel; Julian Fiérrez (IEEE Signal Process. Mag., 2015)

Local Image Filters. - Abdenour Hadid; Matti Pietikäinen (Encyclopedia of Biometrics, 2015)

On the robustness of audiovisual liveness detection to visual speech animation. - Jukka Komulainen; Iryna Anina; Jukka Holappa; Elhocine Boutellaa; Abdenour Hadid (BTAS, 2016)

Scale space texture analysis for face anti-spoofing. - Zinelabidine Boulkenafet; Jukka Komulainen; Xiaoyi Feng; Abdenour Hadid (ICB, 2016)

Kinship Verification from Faces via Similarity Metric Based Convolutional Neural Network. - Lei Li 008; Xiaoyi Feng; Xiaoting Wu; Zhaoqiang Xia; Abdenour Hadid (ICIAR, 2016)

Fast Chinese character detection from complex scenes. - Xiaoyue Jiang; Jie Lian; Zhaoqiang Xia; Xiaoyi Feng; Abdenour Hadid (IPTA, 2016)

An original face anti-spoofing approach using partial convolutional neural network. - Lei Li 008; Xiaoyi Feng; Zinelabidine Boulkenafet; Zhaoqiang Xia; Mingming Li; Abdenour Hadid (IPTA, 2016)

Unsupervised deep hashing for large-scale visual search. - Zhaoqiang Xia; Xiaoyi Feng; Jinye Peng; Abdenour Hadid (IPTA, 2016)

An accurate eye localization approach for smart embedded system. - Zhaoqiang Xia; Wenhao Zhang; Fang Tan; Xiaoyi Feng; Abdenour Hadid (IPTA, 2016)

On pain assessment from facial videos using spatio-temporal local descriptors. - Ruijing Yang; Shujun Tong; Miguel Bordallo López; Elhocine Boutellaa; Jinye Peng; Xiaoyi Feng; Abdenour Hadid (IPTA, 2016)

On the usefulness of color for kinship verification from face images. - Xiaoting Wu; Elhocine Boutellaa; Miguel Bordallo López; Xiaoyi Feng; Abdenour Hadid (WIFS, 2016)

Facial age estimation using BSIF and LBP. - Salah Eddine Bekhouche; Abdelkrim Ouafi; Abdelmalik Taleb-Ahmed; Abdenour Hadid; Azeddine Benlamoudi (CoRR, 2016)

Kernel sparse modeling for prototype selection. - Fadi Dornaika; Ihab Kamal Aldine; Abdenour Hadid (Knowl. Based Syst., 2016)

Audiovisual synchrony assessment for replay attack detection in talking face biometrics. - Elhocine Boutellaa; Zinelabidine Boulkenafet; Jukka Komulainen; Abdenour Hadid (Multim. Tools Appl., 2016)

Comments on the "Kinship Face in the Wild" Data Sets. - Miguel Bordallo López; Elhocine Boutellaa; Abdenour Hadid (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Face Spoofing Detection Using Colour Texture Analysis. - Zinelabidine Boulkenafet; Jukka Komulainen; Abdenour Hadid (IEEE Trans. Inf. Forensics Secur., 2016)

Foreword. - Bir Bhanu; Abdenour Hadid; Qiang Ji; Mark Nixon; Vitomir Struc (FG, 2017)

OULU-NPU: A Mobile Face Presentation Attack Database with Real-World Variations. - Zinelabdine Boulkenafet; Jukka Komulainen; Lei Li 008; Xiaoyi Feng; Abdenour Hadid (FG, 2017)

A competition on generalized software-based face presentation attack detection in mobile scenarios. - Zinelabdine Boulkenafet; Jukka Komulainen; Zahid Akhtar; Azeddine Benlamoudi; Djamel Samai; Salah Eddine Bekhouche; Abdelkrim Ouafi; Fadi Dornaika; Abdelmalik Taleb-Ahmed; Le Qin; Fei Peng 001; L. B. Zhang; et al. (IJCB, 2017)

Face anti-spoofing via deep local binary patterns. - Lei Li 008; Xiaoyi Feng; Xiaoyue Jiang; Zhaoqiang Xia; Abdenour Hadid (ICIP, 2017)

A novel statistical and multiscale local binary feature for 2D and 3D face verification. - Abdelmalik Ouamane; Elhocine Boutellaa; Messaoud Bengherabi; Abdelmalik Taleb-Ahmed; Abdenour Hadid (Comput. Electr. Eng., 2017)

Kinship Verification from Videos using Spatio-Temporal Texture Features and Deep Learning. - Elhocine Boutellaa; Miguel Bordallo López; Samy Ait-Aoudia; Xiaoyi Feng; Abdenour Hadid (CoRR, 2017)

Pyramid multi-level features for facial demographic estimation. - Salah Eddine Bekhouche; Abdelkrim Ouafi; Fadi Dornaika; Abdelmalik Taleb-Ahmed; Abdenour Hadid (Expert Syst. Appl., 2017)

Fingerprint liveness detection using local texture features. - Luca Ghiani; Abdenour Hadid; Gian Luca Marcialis; Fabio Roli (IET Biom., 2017)

Deep convolutional hashing using pairwise multi-label supervision for large-scale visual search. - Zhaoqiang Xia; Xiaoyi Feng; Jie Lin 001; Abdenour Hadid (Signal Process. Image Commun., 2017)

Face Antispoofing Using Speeded-Up Robust Features and Fisher Vector Encoding. - Zinelabidine Boulkenafet; Jukka Komulainen; Abdenour Hadid (IEEE Signal Process. Lett., 2017)

Efficient Tensor-Based 2D+3D Face Verification. - Abdelmalik Ouamane; Ammar Chouchane; Elhocine Boutellaa; Mebarka Belahcene; Salah Bourennane; Abdenour Hadid (IEEE Trans. Inf. Forensics Secur., 2017)

On Using Soft Biometrics in Forensic Investigation. - Paulo Lobato Correia; Peter K. Larsen; Abdenour Hadid; Martin Sandau; Miguel Almeida (Handbook of Biometrics for Forensic Science, 2017)

Deep Discriminative Model for Video Classification. - Mohammad Tavakolian; Abdenour Hadid (ECCV (4), 2018)

Contextual Weighting of Patches for Local Matching in Still-to-Video Face Recognition. - Ibtihel Amara; Eric Granger; Abdenour Hadid (FG, 2018)

Deep Binary Representation of Facial Expressions: A Novel Framework for Automatic Pain Intensity Recognition. - Mohammad Tavakolian; Abdenour Hadid (ICIP, 2018)

Deep Spatiotemporal Representation of the Face for Automatic Pain Intensity Estimation. - Mohammad Tavakolian; Abdenour Hadid (ICPR, 2018)

Feature Fusion with Deep Supervision for Remote-Sensing Image Scene Classification. - Muhammad Usman; Weiqiang Wang; Abdenour Hadid (ICTAI, 2018)

Face Presentation Attack Detection in Learned Color-liked Space. - Lei Li 008; Zhaoqiang Xia; Abdenour Hadid; Xiaoyue Jiang; Fabio Roli; Xiaoyi Feng (CoRR, 2018)

Biometrics: In Search of Identity and Security (Q & A). - Zahid Akhtar; Abdenour Hadid; Mark S. Nixon; Massimo Tistarelli; Jean-Luc Dugelay; Sébastien Marcel (IEEE Multim., 2018)

Face recognition under spoofing attacks: countermeasures and research directions. - Lei Li 008; Paulo Lobato Correia; Abdenour Hadid (IET Biom., 2018)

Scarce face recognition via two-layer collaborative representation. - Zhaoqiang Xia; Xianlin Peng; Xiaoyi Feng; Abdenour Hadid (IET Biom., 2018)

On the generalization of color texture-based face anti-spoofing. - Zinelabidine Boulkenafet; Jukka Komulainen; Abdenour Hadid (Image Vis. Comput., 2018)

Face spoofing detection with local binary pattern network. - Lei Li 008; Xiaoyi Feng; Zhaoqiang Xia; Xiaoyue Jiang; Abdenour Hadid (J. Vis. Commun. Image Represent., 2018)

Kinship verification from facial images and videos: human versus machine. - Miguel Bordallo López; Abdenour Hadid; Elhocine Boutellaa; Jorge Gonçalves 001; Vassilis Kostakos; Simo Hosio (Mach. Vis. Appl., 2018)

A Survey on Computer Vision for Assistive Medical Diagnosis From Faces. - Jérôme Thevenot; Miguel Bordallo López; Abdenour Hadid (IEEE J. Biomed. Health Informatics, 2018)

Face Anti-Spoofing via Sample Learning Based Recurrent Neural Network (RNN). - Usman Muhammad; Tuomas Holmberg; Wheidima Carneiro de Melo; Abdenour Hadid (BMVC, 2019)

Kinship Verification based Deep and Tensor Features through Extreme Learning Machine. - Oualid Laiadi; Abdelmalik Ouamane; Abdelhamid Benakcha; Abdelmalik Taleb-Ahmed; Abdenour Hadid (FG, 2019)

Combining Global and Local Convolutional 3D Networks for Detecting Depression from Facial Expressions. - Wheidima Carneiro de Melo; Eric Granger; Abdenour Hadid (FG, 2019)

Learning to Detect Genuine versus Posed Pain from Facial Expressions using Residual Generative Adversarial Networks. - Mohammad Tavakolian; Carlos Guillermo Bermudez Cruces; Abdenour Hadid (FG, 2019)

Face Anti-spoofing using Hybrid Residual Learning Framework. - Usman Muhammad; Abdenour Hadid (ICB, 2019)

Audio-Visual Kinship Verification in the Wild. - Xiaoting Wu; Eric Granger; Tomi H. Kinnunen; Xiaoyi Feng; Abdenour Hadid (ICB, 2019)

AWSD: Adaptive Weighted Spatiotemporal Distillation for Video Representation. - Mohammad Tavakolian; Hamed Rezazadegan Tavakoli; Abdenour Hadid (ICCV, 2019)

Depression Detection Based on Deep Distribution Learning. - Wheidima Carneiro de Melo; Eric Granger; Abdenour Hadid (ICIP, 2019)

Learning multi-view deep and shallow features through new discriminative subspace for bi-subject and tri-subject kinship verification. - Oualid Laiadi; Abdelmalik Ouamane; Abdelhamid Benakcha; Abdelmalik Taleb-Ahmed; Abdenour Hadid (Appl. Intell., 2019)

AVD: Adversarial Video Distillation. - Mohammad Tavakolian; Mohammad Sabokrou; Abdenour Hadid (CoRR, 2019)

Clinical Depression and Affect Recognition with EmoAudioNet. - Emna Rejaibi; Daoud Kadoch; Kamil Bentounes; Romain Alfred; Mohamed Daoudi; Abdenour Hadid; Alice Othmani (CoRR, 2019)

Bag of words KAZE (BoWK) with two-step classification for high-resolution remote sensing images. - Usman Muhammad; Weiqiang Wang; Abdenour Hadid; Shahbaz Pervez (IET Comput. Vis., 2019)

A Spatiotemporal Convolutional Neural Network for Automatic Pain Intensity Estimation from Facial Dynamics. - Mohammad Tavakolian; Abdenour Hadid (Int. J. Comput. Vis., 2019)

A continuous smartphone authentication method based on gait patterns and keystroke dynamics. - Imane Lamiche; Bin Guo 001; Yao Jing; Zhiwen Yu 001; Abdenour Hadid (J. Ambient Intell. Humaniz. Comput., 2019)

Kinship verification from face images in discriminative subspaces of color components. - Oualid Laiadi; Abdelmalik Ouamane; Elhocine Boutellaa; Abdelhamid Benakcha; Abdelmalik Taleb-Ahmed; Abdenour Hadid (Multim. Tools Appl., 2019)

Replayed Video Attack Detection Based on Motion Blur Analysis. - Lei Li 008; Zhaoqiang Xia; Abdenour Hadid; Xiaoyue Jiang; Haixi Zhang; Xiaoyi Feng (IEEE Trans. Inf. Forensics Secur., 2019)

Multi-view Deep Features for Robust Facial Kinship Verification. - Oualid Laiadi; Abdelmalik Ouamane; Abdelhamid Benakcha; Abdelmalik Taleb-Ahmed; Abdenour Hadid (FG, 2020)

Kinship Verification From Gait? - Salah Eddine Bekhouche; Abdelhakim Chergui; Abdenour Hadid; Yassine Ruichek (ICIP, 2020)

Towards Robust Deep Neural Networks for Affect and Depression Recognition from Speech. - Alice Othmani; Daoud Kadoch; Kamil Bentounes; Emna Rejaibi; Romain Alfred; Abdenour Hadid (ICPR Workshops (2), 2020)

A Simple Yet Effective Convolutional Neural Network Model to Classify Facial Expressions. - Meriem Sari; Abdelouahab Moussaoui; Abdenour Hadid (MISC, 2020)

Age estimation from faces using deep learning: A comparative analysis. - Alice Othmani; Abdul Rahman Taleb; Hazem Abdelkawy; Abdenour Hadid (Comput. Vis. Image Underst., 2020)

Tensor cross-view quadratic discriminant analysis for kinship verification in the wild. - Oualid Laiadi; Abdelmalik Ouamane; Abdelhamid Benakcha; Abdelmalik Taleb-Ahmed; Abdenour Hadid (Neurocomputing, 2020)

Vision-based human activity recognition: a survey. - Djamila Romaissa Beddiar; Brahim Nini; Mohammad Sabokrou; Abdenour Hadid (Multim. Tools Appl., 2020)

HCiT: Deepfake Video Detection Using a Hybrid Model of CNN features and Vision Transformer. - Bachir Kaddar; Sid Ahmed Fezza; Wassim Hamidouche; Zahid Akhtar; Abdenour Hadid (VCIP, 2021)

Per-COVID-19: A Benchmark Dataset for COVID-19 Percentage Estimation from CT-Scans. - Fares Bougourzi; Cosimo Distante; Abdelkrim Ouafi; Fadi Dornaika; Abdenour Hadid; Abdelmalik Taleb-Ahmed (J. Imaging, 2021)

Two Ensemble-CNN Approaches for Colorectal Cancer Tissue Type Classification. - Emanuela Paladini; Edoardo Vantaggiato; Fares Bougourzi; Cosimo Distante; Abdenour Hadid; Abdelmalik Taleb-Ahmed (J. Imaging, 2021)

A weighted exponential discriminant analysis through side-information for face and kinship verification using statistical binarized image features. - Oualid Laiadi; Abdelmalik Ouamane; Abdelhamid Benakcha; Abdelmalik Taleb-Ahmed; Abdenour Hadid (Int. J. Mach. Learn. Cybern., 2021)

COVID-19 Recognition Using Ensemble-CNNs in Two New Chest X-ray Databases. - Edoardo Vantaggiato; Emanuela Paladini; Fares Bougourzi; Cosimo Distante; Abdenour Hadid; Abdelmalik Taleb-Ahmed (Sensors, 2021)

ILC-Unet++ for Covid-19 Infection Segmentation. - Fares Bougourzi; Cosimo Distante; Fadi Dornaika; Abdelmalik Taleb-Ahmed; Abdenour Hadid (ICIAP Workshops, 2022)

Knowledge-based Deep Learning for Modeling Chaotic Systems. - Zakaria Elabid; Tanujit Chakraborty; Abdenour Hadid (ICMLA, 2022)

W-Transformers: A Wavelet-based Transformer Framework for Univariate Time Series Forecasting. - Lena Sasal; Tanujit Chakraborty; Abdenour Hadid (ICMLA, 2022)

Evaluation of Pre-Trained CNN Models for Geographic Fake Image Detection. - Sid Ahmed Fezza; Mohammed Yasser Ouis; Bachir Kaddar; Wassim Hamidouche; Abdenour Hadid (MMSP, 2022)

Face Presentation Attack Detection Using Deep Background Subtraction. - Azeddine Benlamoudi; Salah Eddine Bekhouche; Maarouf Korichi; Khaled Bensid; Abdeldjalil Ouahabi; Abdenour Hadid; Abdelmalik Taleb-Ahmed (Sensors, 2022)

Vehicular Environment Identification Based on Channel State Information and Deep Learning. - Soheyb Ribouh; Rahmad Sadli; Yassin Elhillali; Atika Rivenq; Abdenour Hadid (Sensors, 2022)

Map-Matching-Based Localization Using Camera and Low-Cost GPS for Lane-Level Accuracy. - Rahmad Sadli; Mohamed Afkir; Abdenour Hadid; Atika Rivenq; Abdelmalik Taleb-Ahmed (Sensors, 2022)

A Deep Multiscale Spatiotemporal Network for Assessing Depression From Facial Dynamics. - Wheidima Carneiro de Melo; Eric Granger; Abdenour Hadid (IEEE Trans. Affect. Comput., 2022)

Driver's Facial Expression Recognition Using Global Context Vision Transformer. - Ibtissam Saadi; Douglas W. Cunningham; Abdelmalik Taleb-Ahmed; Abdenour Hadid; Yassin El Hillali (CVMI, 2023)

Deepfakes Signatures Detection in the Handcrafted Features Space. - Assia Hamadene; Abdeldjalil Ouahabi; Abdenour Hadid (ICCV (Workshops), 2023)

Probabilistic AutoRegressive Neural Networks for Accurate Long-Range Forecasting. - Madhurima Panja; Tanujit Chakraborty; Uttam Kumar 001; Abdenour Hadid (ICONIP (13), 2023)

Skew Probabilistic Neural Networks for Learning from Imbalanced Data. - Shraddha M. Naik; Tanujit Chakraborty; Abdenour Hadid; Bibhas Chakraborty (CoRR, 2023)

Pain Analysis using Adaptive Hierarchical Spatiotemporal Dynamic Imaging. - Issam Serraoui; Eric Granger; Abdenour Hadid; Abdelmalik Taleb-Ahmed (CoRR, 2023)

On the effectiveness of handcrafted features for deepfake video detection. - Bachir Kaddar; Sid Ahmed Fezza; Wassim Hamidouche; Zahid Akhtar; Abdenour Hadid (J. Electronic Imaging, 2023)

Kinship recognition from faces using deep learning with imbalanced data. - Alice Othmani; Duqing Han; Xin Gao; Runpeng Ye; Abdenour Hadid (Multim. Tools Appl., 2023)

Kinship Verification from Text: Towards Discovering Subtitle Textual Features Shared by Family Members using Large Language Models. - Salah Eddine Bekhouche; Abdenour Hadid (AICAS, 2024)

Is Semantic Communication for Autonomous Driving Secured against Adversarial Attacks? - Soheyb Ribouh; Abdenour Hadid (AICAS, 2024)

Fake News Detection Using Large Language Models and Sentiment Analysis. - Wissam Bouaraki; Asma Saibi; Yasmine Guerbai; Abdenour Hadid (FLLM, 2024)

Knowledge-Based Convolutional Neural Network for the Simulation and Prediction of Two-Phase Darcy Flows. - Zakaria Elabid; Daniel Busby; Abdenour Hadid (ICASSP, 2024)

TempoKGAT: A Novel Graph Attention Network Approach for Temporal Graph Analysis. - Lena Sasal; Daniel Busby; Abdenour Hadid (ICONIP (2), 2024)

Face to Cartoon Incremental Super-Resolution Using Knowledge Distillation. - Trinetra Devkatte; Shiv Ram Dubey; Satish Kumar Singh; Abdenour Hadid (ICPR (7), 2024)

Synthetic Image Detection Using Mixture of Knowledge Distillation from Vision-Language Models. - Hessen Bougueffa Eutamene; Wassim Hamidouche; Mamadou Keita; Abdelmalik Taleb-Ahmed; Abdenour Hadid (ICPR (Workshops and Challenges, 6), 2024)

FIDAVL: Fake Image Detection and Attribution Using Vision-Language Model. - Mamadou Keita; Wassim Hamidouche; Hessen Bougueffa Eutamene; Abdelmalik Taleb-Ahmed; Abdenour Hadid (ICPR (21), 2024)

On Neuromuscular Disease Detection from Electromyograms using Convolutional and Recurrent Neural Networks. - Elhocine Boutellaa; Iheb Chaker Benakcha; Abdenour Hadid (ICSPIS, 2024)

AI-Generated Content: Opportunities and Challenges. - Abdenour Hadid (IMPROVE, 2024)

SEECAD: Semantic End-to-End Communication for Autonomous Driving. - Soheyb Ribouh; Abdenour Hadid (IV, 2024)

Leveraging Vision Language Models for Facial Expression Recognition in Driving Environment. - Ibtissam Saadi; Abdenour Hadid; Douglas W. Cunningham; Abdelmalik Taleb-Ahmed; Yassin El Hillali (iWOAR, 2024)

TG-PhyNN: An Enhanced Physically-Aware Graph Neural Network Framework for Forecasting Spatio-Temporal Data. - Zakaria Elabid; Lena Sasal; Daniel Busby; Abdenour Hadid (PRICAI (2), 2024)

Bi-LORA: A Vision-Language Approach for Synthetic Image Detection. - Mamadou Keita; Wassim Hamidouche; Hessen Bougueffa Eutamene; Abdenour Hadid; Abdelmalik Taleb-Ahmed (CoRR, 2024)

Harnessing the Power of Large Vision Language Models for Synthetic Image Detection. - Mamadou Keita; Wassim Hamidouche; Hassen Bougueffa; Abdenour Hadid; Abdelmalik Taleb-Ahmed (CoRR, 2024)

Shuffle Vision Transformer: Lightweight, Fast and Efficient Recognition of Driver Facial Expression. - Ibtissam Saadi; Douglas W. Cunningham; Ahmed Abdelmalik Taleb; Abdenour Hadid; Yassin El Hillali (CoRR, 2024)

Driver's facial expression recognition: A comprehensive survey. - Ibtissam Saadi; Douglas W. Cunningham; Abdelmalik Taleb-Ahmed; Abdenour Hadid; Yassin El Hillali (Expert Syst. Appl., 2024)

Generation and detection of manipulated multimodal audiovisual content: Advances, trends and open challenges. - Helena Liz-López; Mamadou Keita; Abdelmalik Taleb-Ahmed; Abdenour Hadid; Javier Huertas-Tato; David Camacho (Inf. Fusion, 2024)

COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge. - Fares Bougourzi; Cosimo Distante; Fadi Dornaika; Abdelmalik Taleb-Ahmed; Abdenour Hadid; Suman Chaudhary; Wanting Yang; Yan Qiang; Talha Anwar; Mihaela Elena Breaban; Chih-Chung Hsu; Shen-Chieh Tai; et al. (Sensors, 2024)

When geoscience meets generative AI and large language models: Foundations, trends, and future challenges. - Abdenour Hadid; Tanujit Chakraborty; Daniel Busby (Expert Syst. J. Knowl. Eng., 2024)

Deepfake Detection Using Spatiotemporal Transformer. - Bachir Kaddar; Sid Ahmed Fezza; Zahid Akhtar; Wassim Hamidouche; Abdenour Hadid; Joan Serra-Sagristà (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Generative AI in the context of assistive technologies: Trends, limitations and future directions. - Biying Fu; Abdenour Hadid; Naser Damer (Image Vis. Comput., 2025)

Skew-probabilistic neural networks for learning from imbalanced data. - Shraddha M. Naik; Tanujit Chakraborty; Madhurima Panja; Abdenour Hadid; Bibhas Chakraborty (Pattern Recognit., 2025)

Bi-LORA: A Vision-Language Approach for Synthetic Image Detection. - Mamadou Keita; Wassim Hamidouche; Hessen Bougueffa Eutamene; Abdelmalik Taleb-Ahmed; David Camacho; Abdenour Hadid (Expert Syst. J. Knowl. Eng., 2025)

PE-CLIP: A Parameter-Efficient Fine-Tuning of Vision Language Models for Dynamic Facial Expression Recognition. - Ibtissam Saadi; Abdenour Hadid; Douglas W. Cunningham; Abdelmalik Taleb-Ahmed; Yassin El Hillali (CoRR, 2025)

DeeCLIP: A Robust and Generalizable Transformer-Based Framework for Detecting AI-Generated Images. - Mamadou Keita; Wassim Hamidouche; Hessen Bougueffa Eutamene; Abdelmalik Taleb-Ahmed; Abdenour Hadid (CoRR, 2025)

Recent Advances in Medical Imaging Segmentation: A Survey. - Fares Bougourzi; Abdenour Hadid (CoRR, 2025)

SegDT: A Diffusion Transformer-Based Segmentation Model for Medical Imaging. - Salah Eddine Bekhouche; Gaby Maroun; Fadi Dornaika; Abdenour Hadid (CoRR, 2025)

SAViL-Det: Semantic-Aware Vision-Language Model for Multi-Script Text Detection. - Mohammed-En-nadhir Zighem; Abdenour Hadid (CoRR, 2025)

Enhanced Arabic Text Retrieval with Attentive Relevance Scoring. - Salah Eddine Bekhouche; Azeddine Benlamoudi; Yazid Bounab; Fadi Dornaika; Abdenour Hadid (CoRR, 2025)

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification. - Mamadou Keita; Wassim Hamidouche; Hessen Bougueffa Eutamene; Abdelmalik Taleb-Ahmed; Abdenour Hadid (CoRR, 2025)