Alice Ahlem Othmani
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
Publications
Leveraging Auto-distillation and Generative Self-supervised Learning in Residual Graph Transformers for Enhanced Recommender SystemsThe 13th International Conference on Computational Data and Social Networks, Dec 2024, Bangkok Metropolitan Region (Pathum Thani), Thailand. pp.35-47, ⟨10.1007/978-981-96-6389-7_4⟩ |
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Dbahnet: Dual-Branch Attention-Based Hybrid Network for High-Resolution 3d Micro-Ct Bone Scan Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Athens, Greece. pp.1-5, ⟨10.1109/ISBI56570.2024.10635241⟩ |
Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder DetectionRecent Trends in Image Processing and Pattern Recognition (RTIP2R), Dec 2022, Kingsville, United States. pp.34-45, ⟨10.1007/978-3-031-23599-3_4⟩ |
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PD-Net: Multi-Stream Hybrid Healthcare System for Parkinson's Disease Detection using Multi Learning Trick Approach2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2023, L'Aquila, Italy. pp.382-385, ⟨10.1109/CBMS58004.2023.00248⟩ |
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An Ambient Intelligence-Based Approach for Longitudinal Monitoring of Verbal and Vocal Depression SymptomsPredictive Intelligence in Medicine: 6th International Workshop, PRIME, Oct 2023, Vancouver, Canada. pp.206-217, ⟨10.1007/978-3-031-46005-0_18⟩ |
Predicting Knee Osteoarthritis Pain Severity through A Deep Hybrid Learning Model: Data from the Osteoarthritis Initiative2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Dec 2023, Istanbul, France. pp.4148-4153, ⟨10.1109/BIBM58861.2023.10385415⟩ |
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Développement d'un algorithme automatisé de segmentation et d'enregistrement d'images pour l'évaluation du remodelage osseux avec de l'apprentissage automatique profondCongrès des Jeunes Chercheurs en Mécanique (Méca-J), Aug 2023, On Line, France |
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A Novel Stochastic Transformer-based Approach for Post-Traumatic Stress Disorder Detection using Audio Recording of Clinical Interviews2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2023, L'Aquila, Italy. pp.700-705, ⟨10.1109/CBMS58004.2023.00303⟩ |
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Multi-Annotation Attention Model for Video Summarization2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2023, Vancouver, France. pp.3143-3152, ⟨10.1109/CVPRW59228.2023.00316⟩ |
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Monitoring Application-driven Continuous Affect Recognition From Video FramesIVSP 2023: 2023 5th International Conference on Image, Video and Signal Processing, Mar 2023, Singapore, Singapore. pp.36-42, ⟨10.1145/3591156.3591161⟩ |
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Towards a General Deep Feature Extractor for Facial Expression Recognition2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage, United States. pp.2339-2342, ⟨10.1109/ICIP42928.2021.9506025⟩ |
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Towards Robust Deep Neural Networks for Affect and Depression Recognition from SpeechPattern Recognition. ICPR International Workshops and Challenges, Jan 2021, Paris, France. pp.5-19, ⟨10.1007/978-3-030-68790-8_1⟩ |
How Intense Are Your Words? Understanding Emotion Intensity from Speech2021 IEEE 21st International Conference on Communication Technology (ICCT), Oct 2021, Tianjin, China. pp.1280-1286, ⟨10.1109/ICCT52962.2021.9658078⟩ |
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Identification of Signs of Depression Relapse using Audio-visual Cues: A Preliminary Study2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2021, Aveiro, Portugal. pp.62-67, ⟨10.1109/CBMS52027.2021.00018⟩ |
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Prediction of Hearing Loss Based on Auditory Perception: A Preliminary StudyPRedictive Intelligence in MEdicine (PRIME), Sep 2018, Granada, Spain. pp.34-41, ⟨10.1007/978-3-030-00320-3_5⟩ |
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A Framework for Mesh Segmentation and Annotation using Ontologies15 ème conférence internationale sur l'extraction et la gestion des connaissances (EGC 2015), Jan 2015, Luxembourg, Luxembourg |
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Identification des espèces d'arbres à partir de données T-LiDAR Tree species identification using T-LiDAR dataOrasis 2013, Jun 2013, cluny, France |
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Region-based segmentation on depth images from a 3D reference surface for tree species recognition.IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.0003399 |
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Towards automated and operational forest inventories with T-Lidar11th International Conference on LiDAR Applications for Assessing Forest Ecosystems (SilviLaser 2011), Oct 2011, Hobart, Australia |
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Ontology-driven Image Analysis for Histopathological ImagesISVC 2010 : 6th International Symposium on Visual Computing, Nov 2010, Las Vegas, United States |
Alzheimer’s Disease Detection Using Ensemble Learning and Artificial Neural NetworksRecent 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⟩ |
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Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder DetectionRecent 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⟩ |
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Biometrics from Cellular ImagingBiometrics under Biomedical Considerations, Springer Singapore, pp.229-252, 2019, Series in BioEngineering, 978-981-13-1143-7. ⟨10.1007/978-981-13-1144-4_11⟩ |
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Multi-layer Ontologies for Integrated 3D Shape Segmentation and AnnotationAdvances in Knowledge Discovery and Management, 2016, ⟨10.1007/978-3-319-45763-5_10⟩ |
PROCEDE POUR DETERMINER LE NIVEAU DE POLLUTIONDANS LE SOUS-SOL D’UN SITEFrance, N° de brevet: FR2101972. 2022 |
Machine Learning-based Approaches for Post-Traumatic Stress Disorder Diagnosis using Video and EEG Sensors: A Review2023 |
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Médiation chimique entre l’algue brune méditerranéenne Taonia atomaria et la communauté bactérienne associée à sa surfaceChimie organique. Université de Toulon, 2014. Français. ⟨NNT : 2014TOUL0001⟩ |
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Identification automatisée des espèces d'arbres dans des scans laser 3D réalisés en forêtTraitement du signal et de l'image [eess.SP]. Université de Bourgogne, 2014. Français. ⟨NNT : 2014DIJOS012⟩ |