Halim Benhabiles

ORCID

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 23

Top Venues

CoRR

IISSC/CN4IoT

J. Heal. Informatics Res.

3DOR@Eurographics

Lille University of Science and Technology, France (PHD)

Education History

Lille University of Science and Technology, France

PHD

Publications

Bilel Guetarni, Féryal Windal, Halim Benhabiles, Marianne Petit, Romain Dubois, Emmanuelle Leteurtre, Dominique Collard
A vision transformer-based framework for knowledge transfer from multi-modal to mono-modal lymphoma subtyping models. CoRR (2023)
Ziheng Yang, Halim Benhabiles, Féryal Windal, Jérôme Follet, Anne-Charlotte Leniere, Dominique Collard
A Coarse-to-Fine Segmentation Methodology Based on Deep Networks for Automated Analysis of Cryptosporidium Parasite from Fluorescence Microscopic Images. MOVI@MICCAI (2022)
Ziheng Yang, Halim Benhabiles, Karim Hammoudi, Féryal Windal, Ruiwen He, Dominique Collard
A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images. Neural Comput. Appl. 34 (17) (2022)
Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi
SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data. J. Heal. Informatics Res. 6 (4) (2022)
Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi
SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation. CoRR (2022)
Ruiwen He, Halim Benhabiles, Féryal Windal, Gaël Even, Christophe Audebert, Agathe Decherf, Dominique Collard, Abdelmalik Taleb-Ahmed
A CNN-based methodology for cow heat analysis from endoscopic images. Appl. Intell. 52 (8) (2022)
Ruiwen He, Halim Benhabiles, Féryal Windal, Gaël Even, Christophe Audebert, Dominique Collard, Abdelmalik Taleb-Ahmed
A Cervix Detection Driven Deep Learning Approach for Cow Heat Analysis from Endoscopic Images. ICIP (2022)
Florent Langenfeld, Tunde Aderinwale, Charles Christoffer, Woong-Hee Shin, Genki Terashi, Xiao Wang, Daisuke Kihara, Halim Benhabiles, Karim Hammoudi, Adnane Cabani, Féryal Windal, Mahmoud Melkemi, Ekpo Otu, Reyer Zwiggelaar, David Hunter, Yonghuai Liu, Léa Sirugue, Huu-Nghia H. Nguyen, Tuan-Duy H. Nguyen, Vinh-Thuyen Nguyen-Truong, Danh Le, Hai-Dang Nguyen, Minh-Triet Tran, Matthieu Montès
SHREC 2021: Surface-based Protein Domains Retrieval. 3DOR (2021)
Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. J. Medical Syst. 45 (7) (2021)
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, Mahmoud Melkemi, Andrea Giachetti, Stelios K. Mylonas, Apostolos Axenopoulos, Petros Daras, Ekpo Otu, Matthieu Montès
SHREC 2020: Multi-domain protein shape retrieval challenge. Comput. Graph. 91 (2020)
Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. CoRR (2020)
Adnane Cabani, Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi
MaskedFace-Net - A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19. CoRR (2020)
Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Shashank Rao Kadapanatham
Visual Communication with Successive Reading of Public and Secret Information by Generating Dual-Layer Images. Expressive (Posters, Demos, and Artworks) (2019)
Florent Langenfeld, Apostolos Axenopoulos, Halim Benhabiles, Petros Daras, Andrea Giachetti, Xusi Han, Karim Hammoudi, Daisuke Kihara, Tuan Manh Lai, Haiguang Liu, Mahmoud Melkemi, Stelios K. Mylonas, Genki Terashi, Yufan Wang, Féryal Windal, Matthieu Montès
Protein Shape Retrieval Contest. 3DOR@Eurographics (2019)
Halim Benhabiles, Karim Hammoudi, Ziheng Yang, Féryal Windal, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras
Deep Learning based Detection of Hair Loss Levels from Facial Images. IPTA (2019)
Karim Hammoudi, Mohammed AbuTaha, Halim Benhabiles, Mahmoud Melkemi, Féryal Windal, Safwan El Assad, Audrey Queudet
Image-Based Ciphering of Video Streams and Object Recognition for Urban and Vehicular Surveillance Services. ICICT (2) (2019)
Karim Hammoudi, Adnane Cabani, Mahmoud Melkemi, Halim Benhabiles, Féryal Windal
Towards a Model of Car Parking Assistance System Using Camera Networks: Slot Analysis and Communication Management. HPCC/SmartCity/DSS (2018)
Karim Hammoudi, Mahmoud Melkemi, Fadi Dornaika, Halim Benhabiles, Féryal Windal, Oussama Taoufik
A Comparative Study of 2 Resolution-Level LBP Descriptors and Compact Versions for Visual Analysis. MUE/FutureTech (2018)
Halim Benhabiles, Karim Hammoudi, Féryal Windal, Mahmoud Melkemi, Adnane Cabani
A Transfer Learning Exploited for Indexing Protein Structures from 3D Point Clouds. SaMBa@MICCAI (2018)
Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika
Detection Systems for Improving the Citizen Security and Comfort from Urban and Vehicular Surveillance Technologies: An Overview. IISSC/CN4IoT (2017)
Halim Benhabiles, Hedi Tabia
Convolutional neural network for pottery retrieval. J. Electronic Imaging 26 (1) (2017)
Karim Hammoudi, Mahmoud Melkemi, Halim Benhabiles, Fadi Dornaika, Sofiane Hamrioui, Joel J. P. C. Rodrigues
Analyzing and managing the slot occupancy of car parking by exploiting vision-based urban surveillance networks. MoWNet (2017)
Karim Hammoudi, Halim Benhabiles, Mohamed Kasraoui, Nabil Ajam, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu
Developing Vision-based and Cooperative Vehicular Embedded Systems for Enhancing Road Monitoring Services. ANT/SEIT (2015)
Halim Benhabiles, Hedi Tabia, Jean-Philippe Vandeborre
Belief-Function-Based Framework for Deformable 3D-Shape Retrieval. ICPR (2014)
Ahmed Maalej, Hedi Tabia, Halim Benhabiles
Dynamic 3D Facial Expression Recognition Using Robust Shape Features. SCIA (2013)
Guillaume Lavoué, Jean-Philippe Vandeborre, Halim Benhabiles, Mohamed Daoudi, K. Huebner, Michela Mortara, Michela Spagnuolo
SHREC'12 Track: 3D Mesh Segmentation. 3DOR@Eurographics (2012)
Halim Benhabiles, Guillaume Lavoué, Jean-Philippe Vandeborre, Mohamed Daoudi
Kinematic Skeleton Extraction Based on Motion Boundaries for 3D Dynamic Meshes. 3DOR@Eurographics (2012)
Halim Benhabiles, Guillaume Lavoué, Jean-Philippe Vandeborre, Mohamed Daoudi
Learning Boundary Edges for 3D-Mesh Segmentation. Comput. Graph. Forum 30 (8) (2011)
Halim Benhabiles, Guillaume Lavoué, Jean-Philippe Vandeborre, Mohamed Daoudi
A subjective experiment for 3D-mesh segmentation evaluation. MMSP (2010)
Halim Benhabiles, Jean-Philippe Vandeborre, Guillaume Lavoué, Mohamed Daoudi
A comparative study of existing metrics for 3D-mesh segmentation evaluation. Vis. Comput. 26 (12) (2010)
Halim Benhabiles, Jean-Philippe Vandeborre, Guillaume Lavoué, Mohamed Daoudi
A framework for the objective evaluation of segmentation algorithms using a ground-truth of human segmented 3D-models. Shape Modeling International (2009)

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Publication Activity (10 Years)

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Halim Benhabiles