Slama Rim

Associate professor

68 %

Libre accès

Documents

Affiliation actuelle

Laboratoire d’Ingénierie Circulation Transport et Éco-gestion des systèmes énergétiques pour les transports (LICIT-Eco7)

Présentation

Rim Slama Salmi is currently an Associate Professor at ENTPE (École Nationale des Travaux Publics de l’État) in Lyon, France. She is a member of the LICIT-ECO7 research team, a joint research unit between ENTPE and Université Gustave Eiffel (UGE). Her research focuses broadly on intelligent transportation systems, time series analysis, artificial intelligence, and computer vision.

Previously, she worked as a an Associate Professor at CESI LINEACT in Lyon, and earned valuable professional experience as a researcher within an R&D team at Artec Group in Luxembourg, focusing on 3D data analysis and pattern recognition. She also served as an Assistant Professor at Henallux Engineering School in Belgium. Rim earned her PhD in Computer Science from the University of Lille (France) in 2014. She also holds an MSc and an Engineering degree in Computer Science.

Throughout her academic and industrial experiences, she developed strong expertise in computer vision and computer science, working on diverse types of data (2D/3D images, time series, videos, etc.) and addressing problems across multiple domains, including healthcare, industrial automation, security and mobility. These multidisciplinary collaborations have strengthened her ability to adapt AI and pattern recognition techniques to real-world challenges.

Domaines de recherche

Informatique [cs]

Compétences

Pattern recognition Machine Learning Deep Learning Time series analysis 3D data preprocessing Human motion analysis Face recognition Intelligent transportation Trafic control

Publications

Toward Generalizable State-of-Charge Prediction of Lithium-Ion Batteries Using Deep Learning and Real-World Data

Montaha Khedhiri , Rim Slama , Eduardo Redondo-Iglesias , Rochdi Trigui

Batteries, 2026, 12 (6), pp.185. ⟨10.3390/batteries12060185⟩

Article dans une revue hal-05632616v1

Optimizing Hand Gesture Recognition With an Accurate Graph Model and Mixture of Experts for Joint Relationships and Temporal Dynamics

Mohamed Youssef Memmi , Rim Slama , Stefano Berretti

IEEE Transactions on Biometrics, Behavior, and Identity Science, 2025, 7 (4), pp.780-793. ⟨10.1109/TBIOM.2025.3596014⟩

Article dans une revue hal-05301999v1

The CG-MER dyadic multimodal dataset for spontaneous french conversations: annotation, analysis and assessment benchmark

Leila Ben Letaifa , Amine Bohi , Rim Slama

Journal on Multimodal User Interfaces, 2025, ⟨10.1007/s12193-025-00468-x⟩

Article dans une revue hal-05362324v1

Assessing how ride-hailing rebalancing strategies improve the resilience of multi-modal transportation systems

Euntak Lee , Rim Slama , Ludovic Leclercq

Transportation Research Part C: Emerging Technologies, 2025, 179, pp.105300. ⟨10.1016/j.trc.2025.105300⟩

Article dans une revue hal-05302015v1

Graph-based framework for temporal human action recognition and segmentation in industrial context

Toufik Benmessabih , Rim Slama , Vincent Havard , David Baudry

Engineering Applications of Artificial Intelligence, 2025, 159, pp.111710. ⟨10.1016/j.engappai.2025.111710⟩

Article dans une revue hal-05175930v1

An overview on human-centred technologies, measurements and optimisation in assembly systems

Rim Slama , Ilhem Slama , Houda Tlahig , Pierre Slangen , Oussama Ben-Ammar

International Journal of Production Research, 2024, 62 (14), pp.1-23. ⟨10.1080/00207543.2023.2286627⟩

Article dans une revue hal-04317299v1

Online human motion analysis in industrial context: A review

Toufik Benmessabih , Rim Slama , Vincent Havard , David Baudry

Engineering Applications of Artificial Intelligence, 2024, 131, pp.107850. ⟨10.1016/j.engappai.2024.107850⟩

Article dans une revue hal-04397379v2

Generative Adversarial Networks for Face Generation: A Survey

Amina Kammoun , Rim Slama , Hedi Tabia , Tarek Ouni , Mohmed Abid

ACM Computing Surveys, 2023, 55 (5), pp.1-37. ⟨10.1145/3527850⟩

Article dans une revue hal-04067884v1

D-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation

Rim Slama

Computers in Biology and Medicine, In press, ⟨10.1016/j.compbiomed.2023.107420⟩

Article dans une revue hal-04324274v1

MR-STGN: Multi-Residual Spatio Temporal Graph Network Using Attention Fusion for Patient Action Assessment

Youssef Mourchid , Rim Slama

Psychology in Spain, 2023, pp.1-6. ⟨10.1109/MMSP59012.2023.10337711⟩

Article dans une revue hal-04566165v1

FNR-GAN: Face Normalization and Recognition with Generative Adversarial Networks

Amina Kammoun , Rim Slama , Hedi Tabia , Tarek Ouni , Mohamed Abid

Book cover Book cover International Conference on Image and Vision Computing New Zealand, 2023, Lecture Notes in Computer Science, 13836, pp.131-143. ⟨10.1007/978-3-031-25825-1_10⟩

Article dans une revue hal-04065654v1

Accurate 3D Action Recognition using Learning on the Grassmann Manifold

Rim Slama , Hazem Wannous , Mohamed Daoudi , Anuj Srivastava

Pattern Recognition, 2015, 48 (2), pp.556-567

Article dans une revue hal-01056399v1

3D Human Motion Analysis Framework for Shape Similarity and Retrieval

Rim Slama , Hazem Wannous , Mohamed Daoudi

Image and Vision Computing Journal, 2014, 32, pp.131-154

Article dans une revue hal-00923615v1

Hand Gesture Recognition Using Dual Graph Hierarchical Edges Representation and Graph Transformer Network

Mohamed Youssef Memmi , Rim Slama , Stefano Berretti

Lightbox view of the cover for Computer Vision – ECCV 2024 Workshops Computer Vision – ECCV 2024 Workshops, Sep 2024, Milan, Italy. pp.53-68, ⟨10.1007/978-3-031-92591-7_4⟩

Communication dans un congrès hal-05362513v1

Spatio-Temporal Sparse Graph Convolution Network for Hand Gesture Recognition

Omar Ikne , Rim Slama , Hichem Saoudi , Hazem Wannous

The 18th IEEE International Conference on Automatic Face and Gesture Recognition, May 2024, Istanbul, Turkey

Communication dans un congrès hal-04574611v3

Graph Transformer Mixture-of-Experts (GTMoE) for 3D Hand Gesture Recognition

Ahed Alboody , Rim Slama

Intelligent Systems and Applications. IntelliSys 2024., Arai, K. (eds), Sep 2024, Amsterdam, Netherlands. pp.317-336, ⟨10.1007/978-3-031-66431-1_21⟩

Communication dans un congrès hal-04982497v1

EPT-MoE: Toward Efficient Parallel Transformers with Mixture-of-Experts for 3D Hand Gesture Recognition

Ahed Alboody , Rim Slama

The 10th World Congress on Electrical Engineering and Computer Systems and Science, Aug 2024, Barcelona, Spain. ⟨10.11159/mvml24.105⟩

Communication dans un congrès hal-04711525v1

Hybradization of Emperical Mode Decomposition and Machine Learning for Categorization of Cardiac Diseases

Danah Milyani , Nouf Mohammad , Rim Slama , Saeed Mian Qaisar , Alhanoof Alhamdan et al.

2023 IEEE 13th International Conference on Electronics and Information Technologies (ELIT), Sep 2023, Lviv, France. pp.162-166, ⟨10.1109/ELIT61488.2023.10310924⟩

Communication dans un congrès hal-04711567v1

Advancing Human-robot Interaction in a Manufacturing Environment by Incorporating Hand Movements for Remote Control

Rim Slama , Ilhem Slama , Pierre Slangen , Oussama Ben-Ammar

IEEE ICNSC 2023 - 20th IEEE International Conference on Networking, Sensing and Control, Université de Marseille, Oct 2023, Marseille, France. ⟨10.1109/icnsc58704.2023.10318994⟩

Communication dans un congrès hal-04267721v1

STr-GCN: Dual Spatial Graph Convolutional Network and Transformer Graph Encoder for 3D Hand Gesture Recognition

Rim Slama , Wael Rabeh , Hazem Wannous

IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG 2023), Jan 2023, Waikoloa Beach, HI, United States. ⟨10.1109/FG57933.2023.10042643⟩

Communication dans un congrès hal-04711580v1

CAPSULE TRANSFORMER NETWORK FOR DYNAMIC HAND GESTURE RECOGNITION USING MULTIMODAL DATA

Alexandre Lebas , Rim Slama , Hazem Wannous

2023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur, France. pp.2130-2134, ⟨10.1109/ICIP49359.2023.10222370⟩

Communication dans un congrès hal-04711588v1

Human-centred assembly and disassembly systems: a survey on technologies, ergonomic, productivity and optimisation

Rim Slama , Oussama Ben-Ammar , Houda Tlahig , Ilhem Slama , Pierre Slangen

MIM 2022 - 10th IFAC Conference on Manufacturing Modelling, Management and Control, Jun 2022, Nantes, France. ⟨10.1016/j.ifacol.2022.09.646⟩

Communication dans un congrès hal-03709742v1

Real Time Hand Gesture Recognition in Industry

William Dumoulin , Nicolas Thiry , Rim Slama

VSIP 2021: 2021 3rd International Conference on Video, Signal and Image Processing, Mar 2022, Wuhan China, China. pp.1-7, ⟨10.1145/3503961.3503962⟩

Communication dans un congrès hal-04711601v1

FNR-GAN: Face Normalization and Recognition with Generative Adversarial Networks

Amina Kammoun , Rim Slama , Hedi Tabia , Tarek Ouni , Mohamed Abid

37th International Conference on Image and Vision Computing New Zealand (IVCNZ 2022), Nov 2022, Aukland, New Zealand. pp.131--143, ⟨10.1007/978-3-031-25825-1_10⟩

Communication dans un congrès hal-04005281v1

Activity Recognition in Industrial Environment using Two Layers Learning

Robin Fays , Rim Slama

VSIP 2021: 2021 3rd International Conference on Video, Signal and Image Processing, Mar 2022, Wuhan China, China. pp.25-30, ⟨10.1145/3503961.3503966⟩

Communication dans un congrès hal-04711605v1

Extremal Human Curves: a New Human Body Shape and Pose Descriptor

Rim Slama , Hazem Wannous , Mohamed Daoudi

10th IEEE International Conference on Automatic Face and Gesture Recognition, Apr 2013, Shanghai, China

Communication dans un congrès hal-00784488v1

Une nouvelle approche de reconnaissance de visages 3D partiellement occultés

Hassen Drira , Rim Slama , Boulbaba Ben Amor , Mohamed Daoudi , Anuj Srivastava

RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3

Communication dans un congrès hal-00656521v1

Online hand gesture recognition using Continual Graph Transformers

Rim Slama , Wael Rabah , Hazem Wannous

2025

Pré-publication, Document de travail hal-05302050v1

Accurate online action and gesture recognition system using detectors and Deep SPD Siamese Networks

Mohamed Sanim Akremi , Rim Slama , Hedi Tabia

2025

Pré-publication, Document de travail hal-05362360v1

GSK-C2F: Graph Skeleton Modelization for Action Segmentation and Recognition Using a Coarse-to-Fine Strategy

Toufik Benmessabih , Rim Slama , Vincent Havard , David Baudry

Computer Vision – ECCV 2024 Workshops, 15634, Springer Nature Switzerland, pp.169-185, 2025, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-92591-7_11⟩

Chapitre d'ouvrage hal-05175960v1

Geometric Approaches for 3D Human Motion Analysis: Application to Action Recognition and Retrieval

Rim Slama

Computer Vision and Pattern Recognition [cs.CV]. Université Lille 1 - Sciences et Technologies, 2014. English. ⟨NNT : ⟩

Thèse tel-01094740v1

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