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Hélène Amieva
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2020 – today
- 2023
- [c8]Meghna P. Ayyar
, Jenny Benois-Pineau
, Akka Zemmari
, Hélène Amieva, Laura Middleton
:
Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video. CBMI 2023: 21-27 - 2022
- [j1]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): 7-17 (2022) - [c7]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: 2778-2784 - [c6]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: 22-26 - 2021
- [c5]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: 1-6 - [c4]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: 342-353 - 2020
- [c3]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: 402-406
2010 – 2019
- 2019
- [c2]Thinhinane Yebda, Jenny Benois-Pineau
, Hélène Amieva, Benjamin Frolicher:
Multi-sensing of fragile persons for risk situation detection: devices, methods, challenges. CBMI 2019: 1-6 - 2015
- [c1]Antoine Lhuillier, Christophe Hurter
, Christophe Jouffrais
, Emmanuel J. Barbeau, Hélène Amieva:
Visual analytics for the interpretation of fluency tests during Alzheimer evaluation. VAHC 2015: 3:1-3:8
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