Olfa Ben Ahmed

37 papers A* 1B 3C 6Misc 3Journal 11Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ProtoMed: Prototypical networks with auxiliary regularization for few-shot medical image classification. Image Vis. Comput. Achraf Ouahab, Olfa Ben Ahmed
2025	—	`conf`	Towards Resource-Efficient Deep Learning for Train Scene Semantic Segmentation. VISIGRAPP (3): VISAPP Marie-Claire Iatrides, Petra Gomez-Krämer, Olfa Ben Ahmed, Sylvain Marchand
2024	Misc	`conf`	Affordable Deep learning-based Leaf Disease Detection and Localization for Precision Agriculture. ATSIP Balkis Tej, Soulef Bouaafia, Olfa Ben Ahmed, Mohamed Ali Hajjaji, Abdellatif Mtibaa
2024	C	`conf`	Cross-Lingual Low-Resources Speech Emotion Recognition with Domain Adaptive Transfer Learning. DATA Imen Baklouti, Olfa Ben Ahmed, Christine Fernandez-Maloigne
2024	Misc	`conf`	Cross-Lingual Transfert Learning for Speech Emotion Recognition. ATSIP Imen Baklouti, Olfa Ben Ahmed, Raoudha Baklouti, Christine Fernandez
2024	—	`conf`	Graph Convolutional Network (GCN) Approach for Fingerprint Security. ComNet Hedi Boukamcha, Olfa Ben Ahmed
2024	—	`conf`	Towards Efficient Driver Distraction Detection with DARTS-Optimized Lightweight Models. ICAART (1) Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi, Abbas Bradai
2023	C	`conf`	Dual-Path Image Reconstruction: Bridging Vision Transformer and Perceptual Compressive Sensing Networks. FedCSIS Zakaria Bairi, Kadda Beghdad Bey, Olfa Ben Ahmed, Abdenour Amamra, Abbas Bradai
2023	J	`jnl`	Energy Efficiency Optimization in LoRa Networks - A Deep Learning Approach. IEEE Trans. Intell. Transp. Syst. Lam-Thanh Tu, Abbas Bradai, Olfa Ben Ahmed, Sahil Garg, Yannis Pousset, Georges Kaddoum
2023	J	`jnl`	PSCS-Net: Perception Optimized Image Reconstruction Network for Autonomous Driving Systems. IEEE Trans. Intell. Transp. Syst. Zakaria Bairi, Olfa Ben Ahmed, Abdenour Amamra, Abbas Bradai, Kadda Beghdad Bey
2022	—	`conf`	A Self-attentive Meta-learning Approach for Image-Based Few-Shot Disease Detection. REMIA@MICCAI Achraf Ouahab, Olfa Ben Ahmed, Christine Fernandez-Maloigne
2022	J	`jnl`	Attention-guided neural network for early dementia detection using MRS data. Comput. Medical Imaging Graph. Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Christine Fernandez-Maloigne, Rémy Guillevin
2022	Misc	`conf`	Cross-Modal Learning for Audio-Visual Emotion Recognition in Acted Speech. ATSIP Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi
2022	J	`jnl`	Deep learning-based video quality enhancement for the new versatile video coding. Neural Comput. Appl. Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Olfa Ben Ahmed, Fatma Ezahra Sayadi
2022	—	`conf`	MISS-Net: Multi-view Contrastive Transformer Network for MCI Stages Prediction Using Brain PRIME@MICCAI Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Christine Fernandez-Maloigne, Rémy Guillevin
2022	B	`conf`	MRS-XNet: An Explainable One-Dimensional Deep Neural Network for Magnetic Spectroscopic Data Classification. ICIP Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Rémy Guillevin
2022	—	`conf`	Video Memorability Prediction using Deep Features and Loss-based Memorability Distribution Estimation. MediaEval Safaa Azzakhnini, Olfa Ben Ahmed, Christine Fernandez-Maloigne
2021	J	`jnl`	Deep Federated Q-Learning-Based Network Slicing for Industrial IoT. IEEE Trans. Ind. Informatics Seifeddine Messaoud, Abbas Bradai, Olfa Ben Ahmed, Pham Tran Anh Quang, Mohamed Atri, M. Shamim Hossain
2021	—	`ch.`	Explainable AI for Medical Imaging: Knowledge Matters. Multi-faceted Deep Learning Pascal Bourdon, Olfa Ben Ahmed, Thierry Urruty, Khalifa Djemal, Christine Fernandez-Maloigne
2021	—	`conf`	TWIN-GRU: Twin Stream GRU Network for Action Recognition from RGB Video. ICAART (2) Hajer Essefi, Olfa Ben Ahmed, Christel Bidet-Ildei, Yannick Blandin, Christine Fernandez-Maloigne
2020	J	`jnl`	A survey on machine learning in Internet of Things: Algorithms, strategies, and applications. Internet Things Seifeddine Messaoud, Abbas Bradai, Syed Hashim Raza Bukhari, Pham Tran Anh Quang, Olfa Ben Ahmed, Mohamed Atri
2020	—	`conf`	DeepMRS: An End-to-End Deep Neural Network for Dementia Disease Detection using MRS Data. ISBI Olfa Ben Ahmed, Seifeddine Fezzani, Carole Guillevin, Lobna Fezai, Mathieu Naudin, Benoit Gianelli, Christine Fernandez-Maloigne
2019	J	`jnl`	Toward Content-Based Hyperspectral Remote Sensing Image Retrieval (CB-HRSIR): A Preliminary Study Based on Spectral Sensitivity Functions. Remote. Sens. Olfa Ben Ahmed, Thierry Urruty, Noël Richard, Christine Fernandez-Maloigne
2018	C	`conf`	A Study on the Sensitivity-Based Discriminative Hyperspectral Image Content Representation. CBMI Olfa Ben Ahmed, Thierry Urruty, Noël Richard, Christine Fernandez-Maloigne
2018	C	`conf`	Deep Multimodal Features for Movie Genre and Interestingness Prediction. CBMI Olfa Ben Ahmed, Benoit Huet
2017	—	`conf`	EURECOM@MediaEval 2017: Media Genre Inference for Predicting Media Interestingness. MediaEval Olfa Ben Ahmed, Jonas Wacker, Alessandro Gaballo, Benoit Huet
2017	B	`conf`	Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild. ICMI Stefano Pini, Olfa Ben Ahmed, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara, Benoit Huet
2017	—	`conf`	Multi-view visual saliency-based MRI classification for alzheimer's disease diagnosis. IPTA Olfa Ben Ahmed, François Lecellier, Marc Paccalin, Christine Fernandez-Maloigne
2017	A*	`conf`	NexGenTV: Providing Real-Time Insight during Political Debates in a Second Screen Application. ACM Multimedia Olfa Ben Ahmed, Gabriel Sargent, Florian Garnier, Benoit Huet, Vincent Claveau, Laurence Couturier, Raphaël Troncy, Guillaume Gravier, Philémon Bouzy, Fabrice Leménorel
2017	J	`jnl`	Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning. Neurocomputing Olfa Ben Ahmed, Jenny Benois-Pineau, Michèle Allard, Gwénaëlle Catheline, Chokri Ben Amar
2017	—	`conf`	Saliency Guided Computer-aided Diagnosis for Neurodegenerative Dementia. BIOIMAGING Olfa Ben Ahmed, Mohamed-Chaker Larabi, Marc Paccalin, Christine Fernandez-Maloigne
2015	J	`jnl`	Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex. Comput. Medical Imaging Graph. Olfa Ben Ahmed, Maxim M. Mizotin, Jenny Benois-Pineau, Michèle Allard, Gwénaëlle Catheline, Chokri Ben Amar
2015	—	`—`	Classification des IRM par les descripteurs de contenu : application au diagnostic précoce de la maladie d'Alzheimer. (Features-based MRI brain classification with domain knowledge : application to Alzheimer's disease diagnosis). Olfa Ben Ahmed
2015	J	`jnl`	Classification of Alzheimer's disease subjects from MRI using hippocampal visual features. Multim. Tools Appl. Olfa Ben Ahmed, Jenny Benois-Pineau, Michèle Allard, Chokri Ben Amar, Gwénaëlle Catheline
2015	B	`conf`	Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging. ICIP Olfa Ben Ahmed, Jenny Benois-Pineau, Chokri Ben Amar, Michele Aliara, Gwenaelle Catheline
2014	C	`conf`	Diffusion Tensor Imaging retrieval for Alzheimer's disease diagnosis. CBMI Olfa Ben Ahmed, Jenny Benois-Pineau, Michèle Allard, Gwenaelle Catheline, Chokri Ben Amar
2013	C	`conf`	Early Alzheimer disease detection with bag-of-visual-words and hybrid fusion on structural MRI. CBMI Olfa Ben Ahmed, Jenny Benois-Pineau, Chokri Ben Amar, Michèle Allard, Gwenaelle Catheline