Olfa Ben Ahmed

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Venues

CBMI

MediaEval

ICIP

IEEE Trans. Intell. Transp. Syst.

University of Sfax, Tunisia (PHD)

Education History

University of Sfax, Tunisia

PHD

Publications

Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi, Abbas Bradai
Towards Efficient Driver Distraction Detection with DARTS-Optimized Lightweight Models. ICAART (1) (2024)
Zakaria Bairi, Kadda Beghdad Bey, Olfa Ben Ahmed, Abdenour Amamra, Abbas Bradai
Dual-Path Image Reconstruction: Bridging Vision Transformer and Perceptual Compressive Sensing Networks. FedCSIS (2023)
Zakaria Bairi, Olfa Ben Ahmed, Abdenour Amamra, Abbas Bradai, Kadda Beghdad Bey
PSCS-Net: Perception Optimized Image Reconstruction Network for Autonomous Driving Systems. IEEE Trans. Intell. Transp. Syst. 24 (2) (2023)
Lam-Thanh Tu, Abbas Bradai, Olfa Ben Ahmed, Sahil Garg, Yannis Pousset, Georges Kaddoum
Energy Efficiency Optimization in LoRa Networks - A Deep Learning Approach. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Christine Fernandez-Maloigne, Rémy Guillevin
F-FDG PET Imaging. PRIME@MICCAI (2022)
Achraf Ouahab, Olfa Ben Ahmed, Christine Fernandez-Maloigne
A Self-attentive Meta-learning Approach for Image-Based Few-Shot Disease Detection. REMIA@MICCAI (2022)
Safaa Azzakhnini, Olfa Ben Ahmed, Christine Fernandez-Maloigne
Video Memorability Prediction using Deep Features and Loss-based Memorability Distribution Estimation. MediaEval (2022)
Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Olfa Ben Ahmed, Fatma Ezahra Sayadi
Deep learning-based video quality enhancement for the new versatile video coding. Neural Comput. Appl. 34 (17) (2022)
Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Christine Fernandez-Maloigne, Rémy Guillevin
Attention-guided neural network for early dementia detection using MRS data. Comput. Medical Imaging Graph. 99 (2022)
Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Rémy Guillevin
MRS-XNet: An Explainable One-Dimensional Deep Neural Network for Magnetic Spectroscopic Data Classification. ICIP (2022)
Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi
Cross-Modal Learning for Audio-Visual Emotion Recognition in Acted Speech. ATSIP (2022)
Hajer Essefi, Olfa Ben Ahmed, Christel Bidet-Ildei, Yannick Blandin, Christine Fernandez-Maloigne
TWIN-GRU: Twin Stream GRU Network for Action Recognition from RGB Video. ICAART (2) (2021)
Seifeddine Messaoud, Abbas Bradai, Olfa Ben Ahmed, Pham Tran Anh Quang, Mohamed Atri, M. Shamim Hossain
Deep Federated Q-Learning-Based Network Slicing for Industrial IoT. IEEE Trans. Ind. Informatics 17 (8) (2021)
Olfa Ben Ahmed, Seifeddine Fezzani, Carole Guillevin, Lobna Fezai, Mathieu Naudin, Benoit Gianelli, Christine Fernandez-Maloigne
DeepMRS: An End-to-End Deep Neural Network for Dementia Disease Detection using MRS Data. ISBI (2020)
Seifeddine Messaoud, Abbas Bradai, Syed Hashim Raza Bukhari, Pham Tran Anh Quang, Olfa Ben Ahmed, Mohamed Atri
A survey on machine learning in Internet of Things: Algorithms, strategies, and applications. Internet Things 12 (2020)
Olfa Ben Ahmed, Thierry Urruty, Noël Richard, Christine Fernandez-Maloigne
Toward Content-Based Hyperspectral Remote Sensing Image Retrieval (CB-HRSIR): A Preliminary Study Based on Spectral Sensitivity Functions. Remote. Sens. 11 (5) (2019)
Olfa Ben Ahmed, Thierry Urruty, Noël Richard, Christine Fernandez-Maloigne
A Study on the Sensitivity-Based Discriminative Hyperspectral Image Content Representation. CBMI (2018)
Olfa Ben Ahmed, Benoit Huet
Deep Multimodal Features for Movie Genre and Interestingness Prediction. CBMI (2018)
Olfa Ben Ahmed, Gabriel Sargent, Florian Garnier, Benoit Huet, Vincent Claveau, Laurence Couturier, Raphaël Troncy, Guillaume Gravier, Philémon Bouzy, Fabrice Leménorel
NexGenTV: Providing Real-Time Insight during Political Debates in a Second Screen Application. ACM Multimedia (2017)
Stefano Pini, Olfa Ben Ahmed, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara, Benoit Huet
Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild. ICMI (2017)
Olfa Ben Ahmed, Mohamed-Chaker Larabi, Marc Paccalin, Christine Fernandez-Maloigne
Saliency Guided Computer-aided Diagnosis for Neurodegenerative Dementia. BIOIMAGING (2017)
Olfa Ben Ahmed, Jonas Wacker, Alessandro Gaballo, Benoit Huet
EURECOM@MediaEval 2017: Media Genre Inference for Predicting Media Interestingness. MediaEval (2017)
Olfa Ben Ahmed, François Lecellier, Marc Paccalin, Christine Fernandez-Maloigne
Multi-view visual saliency-based MRI classification for alzheimer's disease diagnosis. IPTA (2017)
Olfa Ben Ahmed, Jenny Benois-Pineau, Michèle Allard, Gwénaëlle Catheline, Chokri Ben Amar
Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning. Neurocomputing 220 (2017)
Olfa Ben Ahmed, Maxim M. Mizotin, Jenny Benois-Pineau, Michèle Allard, Gwénaëlle Catheline, Chokri Ben Amar
Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex. Comput. Medical Imaging Graph. 44 (2015)
Olfa Ben Ahmed, Jenny Benois-Pineau, Michèle Allard, Chokri Ben Amar, Gwénaëlle Catheline
Classification of Alzheimer's disease subjects from MRI using hippocampal visual features. Multim. Tools Appl. 74 (4) (2015)
Olfa Ben Ahmed, Jenny Benois-Pineau, Chokri Ben Amar, Michele Aliara, Gwenaelle Catheline
Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging. ICIP (2015)
Olfa Ben Ahmed, Jenny Benois-Pineau, Michèle Allard, Gwenaelle Catheline, Chokri Ben Amar
Diffusion Tensor Imaging retrieval for Alzheimer's disease diagnosis. CBMI (2014)
Olfa Ben Ahmed, Jenny Benois-Pineau, Chokri Ben Amar, Michèle Allard, Gwenaelle Catheline
Early Alzheimer disease detection with bag-of-visual-words and hybrid fusion on structural MRI. CBMI (2013)

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Publication Activity (10 Years)

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Olfa Ben Ahmed