35 citations · 90 across the 12 of their papers we have counts for
12 papers
Detecting Dental Landmarks from Intraoral 3D Scans: the 3DTeethLand challenge
Achraf Ben-Hamadou, Nour Neifar, Ahmed Rekik +23
Teeth landmark detection is a key task in modern orthodontics, supporting advanced diagnosis, personalized treatment planning, and effective monitoring of treatment progress. Howev…
Cross-Attention Fusion of Visual and Geometric Features for Large Vocabulary Arabic Lipreading
Samar Daou, Achraf Ben-Hamadou, Ahmed Rekik +1
Lipreading involves using visual data to recognize spoken words by analyzing the movements of the lips and surrounding area. It is a hot research topic with many potential applicat…
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Jianning Li, Zongwei Zhou, Jiancheng Yang +154
Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from co…
Deep Generative Models for Physiological Signals: A Systematic Literature Review
Nour Neifar, Afef Mdhaffar, Achraf Ben-Hamadou +1
In this paper, we present a systematic literature review on deep generative models for physiological signals, particularly electrocardiogram (ECG), electroencephalogram (EEG), phot…
Graph Self-Supervised Learning for Endoscopic Image Matching
Manel Farhat, Achraf Ben-Hamadou
Accurate feature matching and correspondence in endoscopic images play a crucial role in various clinical applications, including patient follow-up and rapid anomaly localization t…
DiffECG: A Versatile Probabilistic Diffusion Model for ECG Signals Synthesis
Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar +1
Within cardiovascular disease detection using deep learning applied to ECG signals, the complexities of handling physiological signals have sparked growing interest in leveraging d…
3DTeethSeg'22: 3D Teeth Scan Segmentation and Labeling Challenge
Achraf Ben-Hamadou, Oussama Smaoui, Ahmed Rekik +29
Teeth localization, segmentation, and labeling from intra-oral 3D scans are essential tasks in modern dentistry to enhance dental diagnostics, treatment planning, and population-ba…
Leveraging Statistical Shape Priors in GAN-based ECG Synthesis
Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar +2
Electrocardiogram (ECG) data collection during emergency situations is challenging, making ECG data generation an efficient solution for dealing with highly imbalanced ECG training…
Teeth3DS+: An Extended Benchmark for Intraoral 3D Scans Analysis
Achraf Ben-Hamadou, Nour Neifar, Ahmed Rekik +5
Intraoral 3D scanning is now widely adopted in modern dentistry and plays a central role in supporting key tasks such as tooth segmentation, detection, labeling, and dental landmar…
Self-Supervised Endoscopic Image Key-Points Matching
Manel Farhat, Houda Chaabouni-Chouayakh, Achraf Ben-Hamadou
Feature matching and finding correspondences between endoscopic images is a key step in many clinical applications such as patient follow-up and generation of panoramic image from…
Discriminant Patch Representation for RGB-D Face Recognition Using Convolutional Neural Networks
Nesrine Grati, Achraf Ben-Hamadou, Mohamed Hammami
This paper focuses on designing data-driven models to learn a discriminant representation space for face recognition using RGB-D data. Unlike hand-crafted representations, learned…
Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept
Achraf Ben-Hamadou, Christian Daul, Charles Soussen
3D extended field of views (FOVs) of the internal bladder wall facilitate lesion diagnosis, patient follow-up and treatment traceability. In this paper, we propose a 3D image mosai…