Alice Ahlem Othmani

59
Documents

Présentation

Alice Othmani est maître de conférence à l'université de Paris-Est Créteil depuis 2017. Elle est titulaire d'un doctorat en vision par ordinateur de l'université de Bourgogne en 2014. Elle a travaillé dans différentes institutions telles que l'École Normale Supérieure Ulm Paris , l'Université de médecine d'Auvergne et l'Agence pour la science, la technologie et la recherche (A * STAR) à Singapour. Elle est experte en traitement de l'image et du signal, en reconnaissance de formes, en vision par ordinateur et en apprentissage automatique. Elle s'intéresse au développement de systèmes intelligents pour les soins de santé.

Publications

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Publications

Artificial Intelligence non-invasive methods for neonatal jaundice detection: A review

Fati Oiza Salami , Muhammad Muzammel , Youssef Mourchid , Alice Othmani
Artificial Intelligence in Medicine, 2025, 162, pp.103088. ⟨10.1016/j.artmed.2025.103088⟩
Article dans une revue hal-04973774 v1

Video-based continuous affect recognition of children with Autism Spectrum Disorder using deep learning

Mamadou Dia , Ghazaleh Khodabandelou , Aznul Qalid Md Sabri , Alice Othmani
Biomedical Signal Processing and Control, 2024, 89, pp.105712. ⟨10.1016/j.bspc.2023.105712⟩
Article dans une revue hal-04317121 v1

EEG-based neural networks approaches for fatigue and drowsiness detection: A survey

Alice Othmani , Aznul Qalid Md Sabri , Sinem Aslan , Faten Chaieb , Hala Rameh et al.
Neurocomputing, 2023, 557, pp.126709. ⟨10.1016/j.neucom.2023.126709⟩
Article dans une revue hal-04317189 v1

EEG-based neural networks approaches for fatigue and drowsiness detection: A survey

Alice Othmani , Aznul Qalid Md Sabri , Sinem Aslan , Faten Chaieb , Hala Rameh et al.
Neurocomputing, 2023, pp.126709. ⟨10.1016/j.neucom.2023.126709⟩
Article dans une revue hal-04188648 v1

Machine-Learning-Based Approaches for Post-Traumatic Stress Disorder Diagnosis Using Video and EEG Sensors: A Review

Alice Othmani , Bechir Brahem , Younes Haddou
IEEE Sensors Journal, 2023, 23 (20), pp.24135-24151. ⟨10.1109/JSEN.2023.3312172⟩
Article dans une revue hal-04317225 v1

Stratifying knee osteoarthritis features through multitask deep hybrid learning: Data from the osteoarthritis initiative

Yun Xin Teoh , Alice Othmani , Khin Wee Lai , Siew Li Goh , Juliana Usman
Computer Methods and Programs in Biomedicine, 2023, 242, pp.107807. ⟨10.1016/j.cmpb.2023.107807⟩
Article dans une revue hal-04317144 v1

Machine learning based approaches for clinical and non-clinical depression recognition and depression relapse prediction using audiovisual and EEG modalities: A comprehensive review

Sana Yasin , Alice Othmani , Imran Raza , Syed Asad Hussain
Computers in Biology and Medicine, 2023, 159, pp.106741. ⟨10.1016/j.compbiomed.2023.106741⟩
Article dans une revue hal-04320367 v1

Autism classification and monitoring from predicted categorical and dimensional emotions of video features

Stephen Wen Hwooi Khor , Aznul Qalid Md Sabri , Alice Othmani
Signal, Image and Video Processing, 2023, ⟨10.1007/s11760-023-02699-5⟩
Article dans une revue hal-04317141 v1
Image document

PTSD in the wild: a video database for studying post-traumatic stress disorder recognition in unconstrained environments

Moctar Abdoul Latif Sawadogo , Furkan Pala , Gurkirat Singh , Imen Selmi , Pauline Puteaux et al.
Multimedia Tools and Applications, 2023, 83 (14), pp.42861-42883. ⟨10.1007/s11042-023-17203-x⟩
Article dans une revue hal-04794169 v1

A multimodal computer-aided diagnostic system for depression relapse prediction using audiovisual cues: A proof of concept

Alice Othmani , Assaad Oussama Zeghina
Healthcare Analytics, 2022, 2, pp.100090. ⟨10.1016/j.health.2022.100090⟩
Article dans une revue hal-04320344 v1
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MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech

Emna Rejaibi , Ali Komaty , Fabrice Meriaudeau , Said Agrebi , Alice Othmani
Biomedical Signal Processing and Control, 2022, 71, pp.103107. ⟨10.1016/j.bspc.2021.103107⟩
Article dans une revue hal-04317257 v1

Kinship recognition from faces using deep learning with imbalanced data

Alice Othmani , Duqing Han , Xin Gao , Runpeng Ye , Abdenour Hadid
Multimedia Tools and Applications, 2022, 82 (10), pp.15859-15874. ⟨10.1007/s11042-022-14058-6⟩
Article dans une revue hal-04317329 v1

Comparing Learning Methodologies for Self-Supervised Audio-Visual Representation Learning

Hacene Terbouche , Liam Schoneveld , Oisin Benson , Alice Othmani
IEEE Access, 2022, 10, pp.41622-41638. ⟨10.1109/ACCESS.2022.3164745⟩
Article dans une revue hal-04317315 v1

A Model of Normality Inspired Deep Learning Framework for Depression Relapse Prediction Using Audiovisual Data

Alice Othmani , Assaad-Oussama Zeghina , Muhammad Muzammel
Computer Methods and Programs in Biomedicine, 2022, 226, pp.107132. ⟨10.1016/j.cmpb.2022.107132⟩
Article dans une revue hal-04317298 v1

Deep Learning-Based Approach for Continuous Affect Prediction From Facial Expression Images in Valence-Arousal Space

Stephen Khor Wen Hwooi , Alice Othmani , Aznul Qalid Md. Sabri
IEEE Access, 2022, 10, pp.96053-96065. ⟨10.1109/ACCESS.2022.3205018⟩
Article dans une revue hal-04317321 v1

Using U-Net network for efficient brain tumor segmentation in MRI images

Jason Walsh , Alice Othmani , Mayank Jain , Soumyabrata Dev
Healthcare Analytics, 2022, 2, pp.100098. ⟨10.1016/j.health.2022.100098⟩
Article dans une revue hal-04320348 v1
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EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review

Sana Yasin , Syed Asad Hussain , Sinem Aslan , Imran Raza , Muhammad Muzammel et al.
Computer Methods and Programs in Biomedicine, 2021, 202, pp.106007. ⟨10.1016/j.cmpb.2021.106007⟩
Article dans une revue hal-04320370 v1
Image document

End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis

Muhammad Muzammel , Hanan Salam , Alice Othmani
Computer Methods and Programs in Biomedicine, 2021, 211, pp.106433. ⟨10.1016/j.cmpb.2021.106433⟩
Article dans une revue hal-04317380 v1

Multi-facial patches aggregation network for facial expression recognition and facial regions contributions to emotion display

Ahmed Rachid Hazourli , Amine Djeghri , Hanan Salam , Alice Othmani
Multimedia Tools and Applications, 2021, 80 (9), pp.13639-13662. ⟨10.1007/s11042-020-10332-7⟩
Article dans une revue hal-04317361 v1
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Leveraging recent advances in deep learning for audio-Visual emotion recognition

Liam Schoneveld , Alice Othmani , Hazem Abdelkawy
Pattern Recognition Letters, 2021, 146, pp.1-7. ⟨10.1016/j.patrec.2021.03.007⟩
Article dans une revue hal-04032955 v1
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Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities

Remy Kusters , Dusan Misevic , Hugues Berry , Antoine Cully , Yann Le Cunff et al.
Frontiers in Big Data, 2020, 3, pp.577974. ⟨10.3389/fdata.2020.577974⟩
Article dans une revue hal-03111148 v1

BiometricAccessFilter: A Web Control Access System Based on Human Auditory Perception for Children Protection

Muhammad Ilyas , Régis Fournier , Alice Othmani , Amine Nait-Ali
Electronics, 2020, 9 (2), pp.361. ⟨10.3390/electronics9020361⟩
Article dans une revue hal-04318154 v1

AudVowelConsNet: A phoneme-level based deep CNN architecture for clinical depression diagnosis

Muhammad Muzammel , Hanan Salam , Yann Hoffmann , Mohamed Chetouani , Alice Othmani
Machine Learning with Applications, 2020, 2, pp.100005. ⟨10.1016/j.mlwa.2020.100005⟩
Article dans une revue hal-04320359 v1

Computer-aided prediction of hearing loss based on auditory perception

Muhammad Ilyas , Alice Othmani , Amine Nait-Ali
Multimedia Tools and Applications, 2020, 79 (21-22), pp.15765-15789. ⟨10.1007/s11042-020-08910-w⟩
Article dans une revue hal-04318120 v1

Auditory perception based system for age classification and estimation using dynamic frequency sound

Muhammad Ilyas , Alice Othmani , Amine Nait-Ali
Multimedia Tools and Applications, 2020, 79 (29-30), pp.21603-21626. ⟨10.1007/s11042-020-08843-4⟩
Article dans une revue hal-04318115 v1

Age estimation from faces using deep learning: A comparative analysis

Alice Othmani , Abdul Rahman Taleb , Hazem Abdelkawy , Abdenour Hadid
Computer Vision and Image Understanding, 2020, 196, pp.102961. ⟨10.1016/j.cviu.2020.102961⟩
Article dans une revue hal-04034369 v1

Auditory Perception Based Anti-Spoofing System for Human Age Verification

Muhammad Ilyas , Alice Othmani , Régis Fournier , Amine Nait-Ali
Electronics, 2019, 8 (11), pp.1313. ⟨10.3390/electronics8111313⟩
Article dans une revue hal-04318254 v1
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Temporal covariation of epibacterial community and surface metabolome in the Mediterranean seaweed holobiont Taonia atomaria

Benoît Paix , Ahlem Othmani , Didier Debroas , Gérald Culioli , Jean-François Briand
Environmental Microbiology, 2019, 21 (9), pp.3346-3363. ⟨10.1111/1462-2920.14617⟩
Article dans une revue hal-02359787 v1
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Exploring the chemodiversity of tropical microalgae for the discovery of natural antifouling compounds

Damien Reveillon , Alina Tunin-Ley , Isabelle Grondin , Ahlem Othmani , Mayalen Zubia et al.
Journal of Applied Phycology, 2019, 31 (1), pp.319-333. ⟨10.1007/s10811-018-1594-z⟩
Article dans une revue hal-01878440 v1

Settlement inhibition of marine biofilm bacteria and barnacle larvae by compounds isolated from the Mediterranean brown alga Taonia atomaria

Ahlem Othmani , Robert Bunet , Jean-Luc Bonnefont , Jean-François Briand , Gérald Culioli
Journal of Applied Phycology, 2016, 28 (3), pp.1975 - 1986. ⟨10.1007/s10811-015-0668-4⟩
Article dans une revue hal-03603801 v1

A novel Computer-Aided Tree Species Identification method based on Burst Wind Segmentation of 3D bark textures

Alice Ahlem Othmani , Cansen Jiang , Nicolas Lomenie , Jean-Marie Favreau , Alexandre Piboule et al.
Machine Vision and Applications, 2016, 27 (5), pp.751 - 766. ⟨10.1007/s00138-015-0738-2⟩
Article dans une revue hal-01434595 v1

Single tree species classification from Terrestrial Laser Scanning data for forest inventory

Ahlem Othmani , L.F.C. Lew Yan Voon , Christophe Stolz , Alexandre Piboule
Pattern Recognition Letters, 2013, 34 (16), pp.2144-2150. ⟨10.1016/j.patrec.2013.08.004⟩
Article dans une revue istex hal-00903442 v1

Anti-microfouling properties of compounds isolated from several Mediterranean Dictyota spp.

Ahlem Othmani , Naïma Bouzidi , Yannick Viano , Zahia Alliche , Halima Seridi et al.
Journal of Applied Phycology, 2013, ⟨10.1007/s10811-013-0185-2⟩
Article dans une revue hal-01364374 v1
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Dbahnet: Dual-Branch Attention-Based Hybrid Network for High-Resolution 3d Micro-Ct Bone Scan Segmentation

Amine Lagzouli , Peter Pivonka , David Ml Cooper , Vittorio Sansalone , Alice Othmani
2024 IEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Athens, Greece. pp.1-5, ⟨10.1109/ISBI56570.2024.10635241⟩
Communication dans un congrès hal-04761185 v1

An Ambient Intelligence-Based Approach for Longitudinal Monitoring of Verbal and Vocal Depression Symptoms

Alice Othmani , Muhammad Muzammel
Predictive Intelligence in Medicine: 6th International Workshop, PRIME, Oct 2023, Vancouver, Canada. pp.206-217, ⟨10.1007/978-3-031-46005-0_18⟩
Communication dans un congrès hal-04323123 v1

Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder Detection

Alice Othmani , Thibaut Bizet , Tanguy Pellerin , Badr Hamdi , Marc-Antoine Bock et al.
Recent Trends in Image Processing and Pattern Recognition (RTIP2R), Dec 2022, Kingsville, United States. pp.34-45, ⟨10.1007/978-3-031-23599-3_4⟩
Communication dans un congrès hal-04323260 v1

PD-Net: Multi-Stream Hybrid Healthcare System for Parkinson's Disease Detection using Multi Learning Trick Approach

Mustaqeem Khan , Ufaq Khan , Alice Othmani
2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2023, L'Aquila, Italy. pp.382-385, ⟨10.1109/CBMS58004.2023.00248⟩
Communication dans un congrès hal-04322946 v1

Predicting Knee Osteoarthritis Pain Severity through A Deep Hybrid Learning Model: Data from the Osteoarthritis Initiative

Yun Xin Teoh , Alice Othmani , Siew Li Goh , Juliana Usman , Khin Wee Lai
2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Dec 2023, Istanbul, France. pp.4148-4153, ⟨10.1109/BIBM58861.2023.10385415⟩
Communication dans un congrès hal-04613315 v1

Développement d'un algorithme automatisé de segmentation et d'enregistrement d'images pour l'évaluation du remodelage osseux avec de l'apprentissage automatique profond

Amine Lagzouli , Vittorio Sansalone , Peter Pivonka , Alice Othmani
Congrès des Jeunes Chercheurs en Mécanique (Méca-J), Aug 2023, On Line, France
Communication dans un congrès hal-04544708 v1

A Novel Stochastic Transformer-based Approach for Post-Traumatic Stress Disorder Detection using Audio Recording of Clinical Interviews

Mamadou Dia , Ghazaleh Khodabandelou , Alice Othmani
2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2023, L'Aquila, Italy. pp.700-705, ⟨10.1109/CBMS58004.2023.00303⟩
Communication dans un congrès hal-04323050 v1

Monitoring Application-driven Continuous Affect Recognition From Video Frames

Stephen Khor Wen Hwooi , Alice Othmani , Aznul Qalid Md Sabri
IVSP 2023: 2023 5th International Conference on Image, Video and Signal Processing, Mar 2023, Singapore, Singapore. pp.36-42, ⟨10.1145/3591156.3591161⟩
Communication dans un congrès hal-04323241 v1

Multi-Annotation Attention Model for Video Summarization

Hacene Terbouche , Maryan Morel , Mariano Rodriguez , Alice Othmani
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2023, Vancouver, France. pp.3143-3152, ⟨10.1109/CVPRW59228.2023.00316⟩
Communication dans un congrès hal-04614668 v1

Towards a General Deep Feature Extractor for Facial Expression Recognition

Liam Schoneveld , Alice Othmani
2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage, United States. pp.2339-2342, ⟨10.1109/ICIP42928.2021.9506025⟩
Communication dans un congrès hal-04323693 v1

Identification of Signs of Depression Relapse using Audio-visual Cues: A Preliminary Study

Muhammad Muzammel , Alice Othmani , Himadri Mukherjee , Hanan Salam
2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2021, Aveiro, Portugal. pp.62-67, ⟨10.1109/CBMS52027.2021.00018⟩
Communication dans un congrès hal-04323722 v1

Towards Robust Deep Neural Networks for Affect and Depression Recognition from Speech

Alice Othmani , Daoud Kadoch , Kamil Bentounes , Emna Rejaibi , Romain Alfred et al.
Pattern Recognition. ICPR International Workshops and Challenges, Jan 2021, Paris, France. pp.5-19, ⟨10.1007/978-3-030-68790-8_1⟩
Communication dans un congrès hal-04323677 v1

How Intense Are Your Words? Understanding Emotion Intensity from Speech

Himadri Mukherjee , Hanan Salam , Alice Othmani , K.C. Santosh
2021 IEEE 21st International Conference on Communication Technology (ICCT), Oct 2021, Tianjin, China. pp.1280-1286, ⟨10.1109/ICCT52962.2021.9658078⟩
Communication dans un congrès hal-04323634 v1

Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study

Muhammad Ilyas , Alice Othmani , Amine Nait-Ali
PRedictive Intelligence in MEdicine (PRIME), Sep 2018, Granada, Spain. pp.34-41, ⟨10.1007/978-3-030-00320-3_5⟩
Communication dans un congrès hal-04324141 v1
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A Framework for Mesh Segmentation and Annotation using Ontologies

Thomas Dietenbeck , Ahlem Othmani , Marco Attene , Jean-Marie Favreau
15 ème conférence internationale sur l'extraction et la gestion des connaissances (EGC 2015), Jan 2015, Luxembourg, Luxembourg
Communication dans un congrès hal-01116702 v1
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Identification des espèces d'arbres à partir de données T-LiDAR Tree species identification using T-LiDAR data

Ahlem Othmani , Christophe Stolz , Lfc. Lew Yan Voon , Alexandre Piboule
Orasis 2013, Jun 2013, cluny, France
Communication dans un congrès hal-00932331 v1
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Region-based segmentation on depth images from a 3D reference surface for tree species recognition.

Ahlem Othmani , Nicolas Lomenie , Piboule Alexandre , Christophe Stolz , Lew Fock Chong Lew Yan Voon
IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.0003399
Communication dans un congrès hal-00923704 v1
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Towards automated and operational forest inventories with T-Lidar

Ahlem Othmani , Alexandre Piboule , M. Krebs , C. Stolz , L.F.C. Lew Yan Voon
11th International Conference on LiDAR Applications for Assessing Forest Ecosystems (SilviLaser 2011), Oct 2011, Hobart, Australia
Communication dans un congrès hal-00646403 v1
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Ontology-driven Image Analysis for Histopathological Images

Ahlem Othmani , Carole Meziat , Nicolas Loménie
ISVC 2010 : 6th International Symposium on Visual Computing, Nov 2010, Las Vegas, United States
Communication dans un congrès hal-00646394 v2

Alzheimer’s Disease Detection Using Ensemble Learning and Artificial Neural Networks

Ahana Bandyopadhyay , Sourodip Ghosh , Moinak Bose , Arun Singh , Alice Othmani et al.
Recent Trends in Image Processing and Pattern Recognition, 1704, Springer Nature Switzerland, pp.12-21, 2023, Communications in Computer and Information Science, ⟨10.1007/978-3-031-23599-3_2⟩
Chapitre d'ouvrage hal-04326076 v1

Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder Detection

Alice Othmani , Thibaut Bizet , Tanguy Pellerin , Badr Hamdi , Marc-Antoine Bock et al.
Recent Trends in Image Processing and Pattern Recognition, 1704, Springer Nature Switzerland, pp.34-45, 2023, Communications in Computer and Information Science, ⟨10.1007/978-3-031-23599-3_4⟩
Chapitre d'ouvrage hal-04326106 v1
Image document

Multi-layer Ontologies for Integrated 3D Shape Segmentation and Annotation

Thomas Dietenbeck , Fakhri Torkhani , Ahlem Othmani , Marco Attene , Jean-Marie Favreau
Advances in Knowledge Discovery and Management, 2016, ⟨10.1007/978-3-319-45763-5_10⟩
Chapitre d'ouvrage hal-01619338 v1