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Achraf Ben-Hamadou Short Bio: Hi everyone, I'm currently an Assistant Professor at the Digital Research Center of Sfax (CRNS) in Tunisia, where I lead a small team "SmartVision" that mostly works on computer vision and deep learning projects. Previously, I earned my PhD (2011) in computer science from the INPL (France), and earlier in 2007, I obtained my master's degree from the INSA Rouen (France). From 2011 to 2012 I was a postdoctoral researcher at the Imagine Lab ENPC . I have also spent 4 years working for the Driving Assistance Research Center of Valeo as a computer vision researcher in an international industrial environment. Internships: I am always happy to host and mentor motivated MSc students at the CRNS. If you would like to work with me, please send me an email describing your past experience and current research interests. Make sure to include your CV and a paragraph about specific topics you would like to explore during your internship. |
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Some news |
Selected papers |
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MedShapeNet--A large-scale dataset of 3D medical shapes for computer vision
Jianning Li et al. arXiv, 2024 
MedShapeNet contains over 100,000 medical shapes, including bones, organs, vessels, muscles, etc., as well as surgical instruments. Its goal is to promote the translation of methods developed in the context of CG/CV to clinical applications. |
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LRW-AR: Cross-Attention Fusion of Visual and Geometric Features for Large Vocabulary Arabic Lipreading
Samar Daou, Achraf Ben-Hamadou, Ahmed Rekik, Abdelaziz Kallel, arXiv, 2024
Arabic lipreading dataset and appraoch leveraging youtube videos and cross-attention fusion of visual and geometric features. |
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Leveraging statistical shape priors in gan-based ECG synthesis
Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben IEEE Access, 2024
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Self-supervised endoscopic image key-points matching
Manel Farhat, Houda Chaabouni, Achraf Ben-Hamadou Elsevier Expert Systems with Applications, Volume 213, 118696, 2023
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Teeth3DS: a benchmark for teeth segmentation and labeling from intra-oral 3D scans
Achraf Ben-Hamadou, Oussama Smaoui, Houda Chaabouni, Ahmed Rekik, Sergi Pujades, Edmond Boyer, Julien Strippoli, Aurelien Thollot, Hugo Setbon, Cyril Trosset, and Edouard Ladroit arXiv, 2022
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Learning Local Representations for Scalable RGB-D Face Recognition
Nesrine Grati, Achraf Ben-Hamadou, Mohamed Hammami, Elsevier Expert Systems with Applications, Volume 150, 113319, 2020
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Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept
Achraf Ben-Hamadou, Charles Soussen, and Christian Daul Springer 3D Research journal, Volume 7, Issue 3, 2016
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An adaptive approach for lip-reading using image and depth data
Ahmed Rekik, Achraf Ben-Hamadou, and Walid Mahdi Springer Multimedia Tools and Applications, Volume 75, Issue 14, Pages 8609-8636, 2016
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Flexible calibration of structured-light systems projecting point patterns
Achraf Ben-Hamadou, Charles Soussen, Christian Daul, Walter Blondel, and Walid Mahdi Elsevier Computer Vision and Image Understanding, Volume 117, Issue 10, Pages 1468–1481, 2013
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