Alice Othmani

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 48

Top Topics

Systematic Review

Facial Expression Recognition

Top Venues

Multim. Tools Appl.

Comput. Methods Programs Biomed.

Publications

Yun Xin Teoh, Alice Othmani, Siew-Li Goh, Juliana Usman, Khin Wee Lai
Deciphering Knee Osteoarthritis Diagnostic Features With Explainable Artificial Intelligence: A Systematic Review. IEEE Access 12 (2024)
Yahaya Idris Abubakar, Alice Othmani, Patrick Siarry, Aznul Qalid Md Sabri
A Systematic Review of Rare Events Detection Across Modalities Using Machine Learning and Deep Learning. IEEE Access 12 (2024)
Moctar Abdoul Latif Sawadogo, Furkan Pala, Gurkirat Singh, Imen Selmi, Pauline Puteaux, Alice Othmani
PTSD in the wild: a video database for studying post-traumatic stress disorder recognition in unconstrained environments. Multim. Tools Appl. 83 (14) (2024)
Stephen Khor Wen Hwooi, Aznul Qalid Md Sabri, Alice Othmani
Autism classification and monitoring from predicted categorical and dimensional emotions of video features. Signal Image Video Process. 18 (1) (2024)
Mamadou Dia, Ghazaleh Khodabandelou, Alice Othmani
A Novel Stochastic Transformer-based Approach for Post-Traumatic Stress Disorder Detection using Audio Recording of Clinical Interviews. CoRR (2024)
Mamadou Dia, Ghazaleh Khodabandelou, Aznul Qalid Md Sabri, Alice Othmani
Video-based continuous affect recognition of children with Autism Spectrum Disorder using deep learning. Biomed. Signal Process. Control. 89 (2024)
Yun Xin Teoh, Alice Othmani, Siew-Li Goh, Juliana Usman, Khin Wee Lai
Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches. CoRR (2024)
Alice Othmani, Aznul Qalid Md Sabri, Sinem Aslan, Faten Chaieb, Hala Rameh, Romain Alfred, Dayron Cohen
EEG-based neural networks approaches for fatigue and drowsiness detection: A survey. Neurocomputing 557 (2023)
Stephen Khor Wen Hwooi, Alice Othmani, Aznul Qalid Md Sabri
Monitoring Application-driven Continuous Affect Recognition From Video Frames. IVSP (2023)
Hacene Terbouche, Maryan Morel, Mariano Rodriguez, Alice Othmani
Multi-Annotation Attention Model for Video Summarization. CVPR Workshops (2023)
Yun Xin Teoh, Alice Othmani, Khin Wee Lai, Siew-Li Goh, Juliana Usman
Stratifying knee osteoarthritis features through multitask deep hybrid learning: Data from the osteoarthritis initiative. Comput. Methods Programs Biomed. 242 (2023)
Alice Othmani, Muhammad Muzammel
An Ambient Intelligence-Based Approach for Longitudinal Monitoring of Verbal and Vocal Depression Symptoms. PRIME@MICCAI (2023)
Alice Othmani, Duqing Han, Xin Gao, Runpeng Ye, Abdenour Hadid
Kinship recognition from faces using deep learning with imbalanced data. Multim. Tools Appl. 82 (10) (2023)
Yun Xin Teoh, Alice Othmani, Siew-Li Goh, Juliana Usman, Khin Wee Lai
Predicting Knee Osteoarthritis Pain Severity through A Deep Hybrid Learning Model: Data from the Osteoarthritis Initiative. BIBM (2023)
Alice Othmani, Muhammad Muzammel
An Ambient Intelligence-based Approach For Longitudinal Monitoring of Verbal and Vocal Depression Symptoms. CoRR (2023)
Mamadou Dia, Ghazaleh Khodabandelou, Alice Othmani
A Novel Stochastic Transformer-based Approach for Post-Traumatic Stress Disorder Detection using Audio Recording of Clinical Interviews. CBMS (2023)
Mustaqeem Khan, Ufaq Khan, Alice Othmani
PD-Net: Multi-Stream Hybrid Healthcare System for Parkinson's Disease Detection using Multi Learning Trick Approach. CBMS (2023)
Sana Yasin, Alice Othmani, Imran Raza, Syed Asad Hussain
Machine learning based approaches for clinical and non-clinical depression recognition and depression relapse prediction using audiovisual and EEG modalities: A comprehensive review. Comput. Biol. Medicine 159 (2023)
Yun Xin Teoh, Alice Othmani, Siew-Li Goh, Juliana Usman, Khin Wee Lai
Deciphering knee osteoarthritis diagnostic features with explainable artificial intelligence: A systematic review. CoRR (2023)
Moctar Abdoul Latif Sawadogo, Furkan Pala, Gurkirat Singh, Imen Selmi, Pauline Puteaux, Alice Othmani
PTSD in the Wild: A Video Database for Studying Post-Traumatic Stress Disorder Recognition in Unconstrained Environments. CoRR (2022)
Liam Schoneveld, Alice Othmani
Towards a General Deep Feature Extractor for Facial Expression Recognition. CoRR (2022)
Hacene Terbouche, Liam Schoneveld, Oisin Benson, Alice Othmani
Comparing Learning Methodologies for Self-Supervised Audio-Visual Representation Learning. IEEE Access 10 (2022)
Alice Othmani, Thibaut Bizet, Tanguy Pellerin, Badr Hamdi, Marc-Antoine Bock, Soumyabrata Dev
Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder Detection. RTIP2R (2022)
Stephen Khor Wen Hwooi, Alice Othmani, Aznul Qalid Md Sabri
Deep Learning-Based Approach for Continuous Affect Prediction From Facial Expression Images in Valence-Arousal Space. IEEE Access 10 (2022)
Alice Othmani, Assaad Oussama Zeghina, Muhammad Muzammel
A Model of Normality Inspired Deep Learning Framework for Depression Relapse Prediction Using Audiovisual Data. Comput. Methods Programs Biomed. 226 (2022)
Emna Rejaibi, Ali Komaty, Fabrice Mériaudeau, Said Agrebi, Alice Othmani
MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech. Biomed. Signal Process. Control. 71 (Part) (2022)
Jason Walsh, Alice Othmani, Mayank Jain, Soumyabrata Dev
Using U-Net Network for Efficient Brain Tumor Segmentation in MRI Images. CoRR (2022)
Ahana Bandyopadhyay, Sourodip Ghosh, Moinak Bose, Arun Singh, Alice Othmani, KC Santosh
Alzheimer's Disease Detection Using Ensemble Learning and Artificial Neural Networks. RTIP2R (2022)
Sana Yasin, Syed Asad Hussain, Sinem Aslan, Imran Raza, Muhammad Muzammel, Alice Othmani
EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks: A review. Comput. Methods Programs Biomed. 202 (2021)
Liam Schoneveld, Alice Othmani, Hazem Abdelkawy
Leveraging Recent Advances in Deep Learning for Audio-Visual Emotion Recognition. CoRR (2021)
Himadri Mukherjee, Hanan Salam, Alice Othmani, K. C. Santosh
How Intense Are Your Words? Understanding Emotion Intensity from Speech. ICCT (2021)
Muhammad Muzammel, Alice Othmani, Himadri Mukherjee, Hanan Salam
Identification of Signs of Depression Relapse using Audio-visual Cues: A Preliminary Study. CBMS (2021)
Ahmed Rachid Hazourli, Amine Djeghri, Hanan Salam, Alice Othmani
Multi-facial patches aggregation network for facial expression recognition and facial regions contributions to emotion display. Multim. Tools Appl. 80 (9) (2021)
Muhammad Muzammel, Hanan Salam, Alice Othmani
End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis. Comput. Methods Programs Biomed. 211 (2021)
Liam Schoneveld, Alice Othmani, Hazem Abdelkawy
Leveraging recent advances in deep learning for audio-Visual emotion recognition. Pattern Recognit. Lett. 146 (2021)
Liam Schoneveld, Alice Othmani
Towards a General Deep Feature Extractor for Facial Expression Recognition. ICIP (2021)
Sana Yasin, Syed Asad Hussain, Sinem Aslan, Imran Raza, Muhammad Muzammel, Alice Othmani
Neural Networks based approaches for Major Depressive Disorder and Bipolar Disorder Diagnosis using EEG signals: A review. CoRR (2020)
Muhammad Ilyas, Alice Othmani, Amine Naït-Ali
Auditory perception based system for age classification and estimation using dynamic frequency sound. Multim. Tools Appl. 79 (29-30) (2020)
Remy Kusters, Dusan Misevic, Hugues Berry, Antoine Cully, Yann Le Cunff, Loic Dandoy, Natalia Díaz Rodríguez, Marion Ficher, Jonathan Grizou, Alice Othmani, Themis Palpanas, Matthieu Komorowski, Patrick Loiseau, Clément Moulin-Frier, Santino Nanini, Daniele Quercia, Michèle Sebag, Françoise Fogelman-Soulié, Sofiane Taleb, Liubov Tupikina, Vaibhav Sahu, Jill-Jênn Vie, Fatima Wehbi
Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities. Frontiers Big Data 3 (2020)
Muhammad Ilyas, Alice Othmani, Amine Naït-Ali
Computer-aided prediction of hearing loss based on auditory perception. Multim. Tools Appl. 79 (21-22) (2020)
Alice Othmani, Daoud Kadoch, Kamil Bentounes, Emna Rejaibi, Romain Alfred, Abdenour Hadid
Towards Robust Deep Neural Networks for Affect and Depression Recognition from Speech. ICPR Workshops (2) (2020)
Muhammad Muzammel, Hanan Salam, Yann Hoffmann, Mohamed Chetouani, Alice Othmani
AudVowelConsNet: A Phoneme-Level Based Deep CNN Architecture for Clinical Depression Diagnosis. CoRR (2020)
Ahmed Rachid Hazourli, Amine Djeghri, Hanan Salam, Alice Othmani
Deep Multi-Facial Patches Aggregation Network For Facial Expression Recognition. CoRR (2020)
Alice Othmani, Abdul Rahman Taleb, Hazem Abdelkawy, Abdenour Hadid
Age estimation from faces using deep learning: A comparative analysis. Comput. Vis. Image Underst. 196 (2020)
Emna Rejaibi, Ali Komaty, Fabrice Mériaudeau, Said Agrebi, Alice Othmani
MFCC-based Recurrent Neural Network for Automatic Clinical Depression Recognition and Assessment from Speech. CoRR (2019)
Alice Othmani, Fakhri Torkhani, Jean-Marie Favreau
3D Geometric salient patterns analysis on 3D meshes. CoRR (2019)
Emna Rejaibi, Daoud Kadoch, Kamil Bentounes, Romain Alfred, Mohamed Daoudi, Abdenour Hadid, Alice Othmani
Clinical Depression and Affect Recognition with EmoAudioNet. CoRR (2019)
Muhammad Ilyas, Alice Othmani, Amine Naït-Ali
Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study. PRIME@MICCAI (2018)