Halim Benhabiles

According to our database, Halim Benhabiles authored at least 34 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, September, 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

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

SHREC 2024: Recognition of dynamic hand motions molding clay.

Ben Veldhuijzen, Remco C. Veltkamp, Omar Ikne, Benjamin Allaert, Hazem Wannous, Marco Emporio, Andrea Giachetti, Joseph J. LaViola, Ruiwen He, Halim Benhabiles, Adnane Cabani, Anthony Fleury, Karim Hammoudi, Konstantinos Gavalas, Christoforos Vlachos, Athanasios Papanikolaou, Ioannis Romanelis, Vlassis Fotis, Gerasimos Arvanitis, Konstantinos Moustakas, Martin Hanik, Esfandiar Nava-Yazdani, Christoph von Tycowicz

Comput. Graph., 2024

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., December, 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

SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation.

Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi

CoRR, 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

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

Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2022

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

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

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

SHREC 2021: Surface-based Protein Domains Retrieval.

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

Proceedings of the 14th Eurographics Workshop on 3D Object Retrieval, 2021

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 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, Mahmoud Melkemi, Andrea Giachetti, Stelios K. Mylonas, Apostolos Axenopoulos, Petros Daras, Ekpo Otu, Matthieu Montès

Comput. Graph., 2020

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

Proceedings of the Ninth International Conference on Image Processing Theory, 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

Proceedings of the Fourth International Congress on Information and Communication Technology, 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

Proceedings of the 8th ACM/Eurographics Expressive Symposium, 2019

Protein Shape Retrieval Contest.

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

Proceedings of the 12th Eurographics Workshop on 3D Object Retrieval, 2019

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

Proceedings of the Advanced Multimedia and Ubiquitous Engineering, 2018

A Transfer Learning Exploited for Indexing Protein Structures from 3D Point Clouds.

Halim Benhabiles, Karim Hammoudi, Féryal Windal, Mahmoud Melkemi, Adnane Cabani

Proceedings of the Processing and Analysis of Biomedical Information, 2018

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

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

2017

Convolutional neural network for pottery retrieval.

Halim Benhabiles, Hedi Tabia

J. Electronic Imaging, 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

Proceedings of the International Conference on Selected Topics in Mobile and Wireless Networking, 2017

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

Proceedings of the Cloud Infrastructures, Services, and IoT Systems for Smart Cities, 2017

2015

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

Proceedings of the 6th International Conference on Ambient Systems, 2015

2014

Belief-Function-Based Framework for Deformable 3D-Shape Retrieval.

Halim Benhabiles, Hedi Tabia, Jean-Philippe Vandeborre

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Dynamic 3D Facial Expression Recognition Using Robust Shape Features.

Ahmed Maalej, Hedi Tabia, Halim Benhabiles

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

2012

SHREC'12 Track: 3D Mesh Segmentation.

Guillaume Lavoué, Jean-Philippe Vandeborre, Halim Benhabiles, Mohamed Daoudi, K. Huebner, Michela Mortara, Michela Spagnuolo

Proceedings of the 5th Eurographics Workshop on 3D Object Retrieval, 2012

Kinematic Skeleton Extraction Based on Motion Boundaries for 3D Dynamic Meshes.

Halim Benhabiles, Guillaume Lavoué, Jean-Philippe Vandeborre, Mohamed Daoudi

Proceedings of the 5th Eurographics Workshop on 3D Object Retrieval, 2012

2011

3D-mesh segmentation: automatic evaluation and a new learning-based method.

Halim Benhabiles

PhD thesis, 2011

Learning Boundary Edges for 3D-Mesh Segmentation.

Halim Benhabiles, Guillaume Lavoué, Jean-Philippe Vandeborre, Mohamed Daoudi

Comput. Graph. Forum, 2011

2010

A comparative study of existing metrics for 3D-mesh segmentation evaluation.

Halim Benhabiles, Jean-Philippe Vandeborre, Guillaume Lavoué, Mohamed Daoudi

Vis. Comput., 2010

A subjective experiment for 3D-mesh segmentation evaluation.

Halim Benhabiles, Guillaume Lavoué, Jean-Philippe Vandeborre, Mohamed Daoudi

Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

2009

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

Proceedings of the IEEE International Conference on Shape Modeling and Applications, 2009