Marion Pech

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Home Environments

Top Venues

Publications

Rupayan Mallick, Thinhinane Yebda, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Hélène Amieva
Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data. IEEE Multim. 29 (1) (2022)
Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Thinhinane Yebda, Hélène Amieva, Laura Middleton
A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data. ICDAR@ICMR (2022)
Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari, Thinhinane Yebda, Marion Pech, Hélène Amieva, Laura Middleton
Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data. ICPR (2022)
Rupayan Mallick, Thinhinane Yebda, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Hélène Amieva
A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data. CBMI (2021)
Thinhinane Yebda, Jenny Benois-Pineau, Marion Pech, Hélène Amieva, Laura Middleton, Max Bergelt
Multimodal Sensor Data Analysis for Detection of Risk Situations of Fragile People in @home Environments. MMM (2) (2021)
Thinhinane Yebda, Jenny Benois-Pineau, Marion Pech, Hélène Amièva, Cathal Gurrin
Detection of Semantic Risk Situations in Lifelog Data for Improving Life of Frail People. ICMR (2020)