Thinhinane Yebda

Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data

H. Amièva, Laura Middleton, J. Benois-Pineau, 2022, International Conference on Pattern Recognition.

A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data

H. Amièva, Laura Middleton, J. Benois-Pineau, 2022, ICDAR@ICMR.

Multi-sensing of fragile persons for risk situation detection: devices, methods, challenges

Jenny Benois-Pineau, Thinhinane Yebda, Hélène Amieva, 2019, 2019 International Conference on Content-Based Multimedia Indexing (CBMI).

Multimodal Sensor Data Analysis for Detection of Risk Situations of Fragile People in @home Environments

Thinhinane Yebda, Jenny Benois-Pineau, Marion Pech, 2021, MMM.

A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data

Jenny Benois-Pineau, Akka Zemmari, Hélène Amieva, 2021, 2021 International Conference on Content-Based Multimedia Indexing (CBMI).

Falls Detection and Prevention Systems in Home Care for Older Adults: Myth or Reality?

H. Amièva, H. Sauzéon, J. Benois-Pineau, 2021, JMIR aging.

Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data

H. Amièva, J. Benois-Pineau, A. Zemmari, 2022, IEEE MultiMedia.