A framework for the objective evaluation of segmentation algorithms using a ground-truth of human segmented 3D-models. - Halim Benhabiles; Jean-Philippe Vandeborre; Guillaume Lavoué; Mohamed Daoudi (Shape Modeling International, 2009)

A subjective experiment for 3D-mesh segmentation evaluation. - Halim Benhabiles; Guillaume Lavoué; Jean-Philippe Vandeborre; Mohamed Daoudi (MMSP, 2010)

A comparative study of existing metrics for 3D-mesh segmentation evaluation. - Halim Benhabiles; Jean-Philippe Vandeborre; Guillaume Lavoué; Mohamed Daoudi (Vis. Comput., 2010)

Learning Boundary Edges for 3D-Mesh Segmentation. - Halim Benhabiles; Guillaume Lavoué; Jean-Philippe Vandeborre; Mohamed Daoudi (Comput. Graph. Forum, 2011)

3D-mesh segmentation: automatic evaluation and a new learning-based method. - Halim Benhabiles (2011)

Kinematic Skeleton Extraction Based on Motion Boundaries for 3D Dynamic Meshes. - Halim Benhabiles; Guillaume Lavoué; Jean-Philippe Vandeborre; Mohamed Daoudi (3DOR@Eurographics, 2012)

SHREC'12 Track: 3D Mesh Segmentation. - Guillaume Lavoué; Jean-Philippe Vandeborre; Halim Benhabiles; Mohamed Daoudi; K. Huebner; Michela Mortara; Michela Spagnuolo (3DOR@Eurographics, 2012)

Dynamic 3D Facial Expression Recognition Using Robust Shape Features. - Ahmed Maalej; Hedi Tabia; Halim Benhabiles (SCIA, 2013)

Belief-Function-Based Framework for Deformable 3D-Shape Retrieval. - Halim Benhabiles; Hedi Tabia; Jean-Philippe Vandeborre (ICPR, 2014)

Developing Vision-based and Cooperative Vehicular Embedded Systems for Enhancing Road Monitoring Services. - Karim Hammoudi; Halim Benhabiles; Mohamed Kasraoui; Nabil Ajam; Fadi Dornaika; Karan Radhakrishnan; Karthik Bandi; Qing Cai; Sai Liu (ANT/SEIT, 2015)

Detection Systems for Improving the Citizen Security and Comfort from Urban and Vehicular Surveillance Technologies: An Overview. - Karim Hammoudi; Halim Benhabiles; Mahmoud Melkemi; Fadi Dornaika (IISSC/CN4IoT, 2017)

Analyzing and managing the slot occupancy of car parking by exploiting vision-based urban surveillance networks. - Karim Hammoudi; Mahmoud Melkemi; Halim Benhabiles; Fadi Dornaika; Sofiane Hamrioui; Joel J. P. C. Rodrigues (MoWNet, 2017)

Convolutional neural network for pottery retrieval. - Halim Benhabiles; Hedi Tabia (J. Electronic Imaging, 2017)

Towards a Model of Car Parking Assistance System Using Camera Networks: Slot Analysis and Communication Management. - Karim Hammoudi; Adnane Cabani; Mahmoud Melkemi; Halim Benhabiles; Féryal Windal (HPCC/SmartCity/DSS, 2018)

A Transfer Learning Exploited for Indexing Protein Structures from 3D Point Clouds. - Halim Benhabiles; Karim Hammoudi; Féryal Windal; Mahmoud Melkemi; Adnane Cabani (SaMBa@MICCAI, 2018)

A Comparative Study of 2 Resolution-Level LBP Descriptors and Compact Versions for Visual Analysis. - Karim Hammoudi; Mahmoud Melkemi; Fadi Dornaika; Halim Benhabiles; Féryal Windal; Oussama Taoufik (MUE/FutureTech, 2018)

Protein Shape Retrieval Contest. - Florent Langenfeld; Apostolos Axenopoulos; Halim Benhabiles; Petros Daras; Andrea Giachetti 001; Xusi Han; Karim Hammoudi; Daisuke Kihara; Tuan Manh Lai; Haiguang Liu; Mahmoud Melkemi; Stelios K. Mylonas; et al. (3DOR@Eurographics, 2019)

Visual Communication with Successive Reading of Public and Secret Information by Generating Dual-Layer Images. - Karim Hammoudi; Halim Benhabiles; Mahmoud Melkemi; Shashank Rao Kadapanatham (Expressive (Posters, Demos, and Artworks), 2019)

Image-Based Ciphering of Video Streams and Object Recognition for Urban and Vehicular Surveillance Services. - Karim Hammoudi; Mohammed AbuTaha; Halim Benhabiles; Mahmoud Melkemi; Féryal Windal; Safwan El Assad; Audrey Queudet (ICICT (2), 2019)

Deep Learning based Detection of Hair Loss Levels from Facial Images. - Halim Benhabiles; Karim Hammoudi; Ziheng Yang; Féryal Windal; Mahmoud Melkemi; Fadi Dornaika; Ignacio Arganda-Carreras (IPTA, 2019)

SHREC 2020: Multi-domain protein shape retrieval challenge. - Florent Langenfeld; Yuxu Peng; Yu-Kun Lai; Paul L. Rosin; Tunde Aderinwale; Genki Terashi; Charles Christoffer; Daisuke Kihara; Halim Benhabiles; Karim Hammoudi; Adnane Cabani; Féryal Windal; et al. (Comput. Graph., 2020)

MaskedFace-Net - A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19. - Adnane Cabani; Karim Hammoudi; Halim Benhabiles; Mahmoud Melkemi (CoRR, 2020)

SHREC 2021: Surface-based Protein Domains Retrieval. - Florent Langenfeld; Tunde Aderinwale; Charles Christoffer; Woong-Hee Shin; Genki Terashi; Xiao Wang 004; Daisuke Kihara; Halim Benhabiles; Karim Hammoudi; Adnane Cabani; Féryal Windal; Mahmoud Melkemi; et al. (3DOR, 2021)

Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. - Karim Hammoudi; Halim Benhabiles; Mahmoud Melkemi; Fadi Dornaika; Ignacio Arganda-Carreras; Dominique Collard; Arnaud Scherpereel (J. Medical Syst., 2021)

A Cervix Detection Driven Deep Learning Approach for Cow Heat Analysis from Endoscopic Images. - Ruiwen He; Halim Benhabiles; Féryal Windal; Gaël Even; Christophe Audebert; Dominique Collard; Abdelmalik Taleb-Ahmed (ICIP, 2022)

A Coarse-to-Fine Segmentation Methodology Based on Deep Networks for Automated Analysis of Cryptosporidium Parasite from Fluorescence Microscopic Images. - Ziheng Yang; Halim Benhabiles; Féryal Windal; Jérôme Follet; Anne-Charlotte Leniere; Dominique Collard (MOVI@MICCAI, 2022)

A CNN-based methodology for cow heat analysis from endoscopic images. - Ruiwen He; Halim Benhabiles; Féryal Windal; Gaël Even; Christophe Audebert; Agathe Decherf; Dominique Collard; Abdelmalik Taleb-Ahmed (Appl. Intell., 2022)

SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation. - Karim Hammoudi; Adnane Cabani; Bouthaina Slika; Halim Benhabiles; Fadi Dornaika; Mahmoud Melkemi (CoRR, 2022)

A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images. - Ziheng Yang; Halim Benhabiles; Karim Hammoudi; Féryal Windal; Ruiwen He; Dominique Collard (Neural Comput. Appl., 2022)

SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data. - Karim Hammoudi; Adnane Cabani; Bouthaina Slika; Halim Benhabiles; Fadi Dornaika; Mahmoud Melkemi (J. Heal. Informatics Res., 2022)

Histopathology Image Embedding Based on Foundation Models Features Aggregation for DLBCL Patient Treatment Response Prediction. - Bilel Guetarni; Féryal Windal; Halim Benhabiles; Mahfoud Chaibi; Romain Dubois; Emmanuelle Leteurtre; Dominique Collard (MOVI@MICCAI, 2024)

SHREC 2024: Recognition of dynamic hand motions molding clay. - Ben Veldhuijzen; Remco C. Veltkamp; Omar Ikne; Benjamin Allaert; Hazem Wannous; Marco Emporio; Andrea Giachetti 001; Joseph J. LaViola; Ruiwen He; Halim Benhabiles; Adnane Cabani; Anthony Fleury; et al. (Comput. Graph., 2024)

Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans. - Fares Bougourzi; Féryal Windal Moulaï; Halim Benhabiles; Fadi Dornaika; Abdelmalik Taleb-Ahmed (CoRR, 2024)

Histopathology image embedding based on foundation models features aggregation for patient treatment response prediction. - Bilel Guetarni; Féryal Windal; Halim Benhabiles; Mahfoud Chaibi; Romain Dubois; Emmanuelle Leteurtre; Dominique Collard (CoRR, 2024)

A Vision Transformer-Based Framework for Knowledge Transfer From Multi-Modal to Mono-Modal Lymphoma Subtyping Models. - Bilel Guetarni; Féryal Windal; Halim Benhabiles; Marianne Petit; Romain Dubois; Emmanuelle Leteurtre; Dominique Collard (IEEE J. Biomed. Health Informatics, 2024)

SHREC'25 Track on Multiple Relief Patterns: Report and Analysis. - Gabriele Paolini; Claudio Tortorici; Stefano Berretti; Ahmed Hazem Youssef; Halim Benhabiles; Adnane Cabani; Ruiwen He; Karim Hammoudi; Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Divya Velayudhan; Maregu Assefa; et al. (CoRR, 2025)