Hélène Amieva

According to our database, Hélène Amieva authored at least 10 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A hybrid transformer with domain adaptation using interpretability techniques for the application to the detection of risk situations.

Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari, Kamel Guerda, Boris Mansencal, Hélène Amieva, Laura Middleton

Multim. Tools Appl., October, 2024

2023

Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video.

Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Hélène Amieva, Laura Middleton

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022

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

Rupayan Mallick, Thinhinane Yebda, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Hélène Amieva

IEEE Multim., 2022

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

Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Thinhinane Yebda, Hélène Amieva, Laura Middleton

Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022

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

Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari, Thinhinane Yebda, Marion Pech, Hélène Amieva, Laura Middleton

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

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

Thinhinane Yebda, Jenny Benois-Pineau, Marion Pech, Hélène Amieva, Laura Middleton, Max Bergelt

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

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

Rupayan Mallick, Thinhinane Yebda, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Hélène Amieva

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020

Detection of Semantic Risk Situations in Lifelog Data for Improving Life of Frail People.

Thinhinane Yebda, Jenny Benois-Pineau, Marion Pech, Hélène Amièva, Cathal Gurrin

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

2019

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

Thinhinane Yebda, Jenny Benois-Pineau, Hélène Amieva, Benjamin Frolicher

Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2015

Visual analytics for the interpretation of fluency tests during Alzheimer evaluation.

Antoine Lhuillier, Christophe Hurter, Christophe Jouffrais, Emmanuel J. Barbeau, Hélène Amieva

Proceedings of the 2015 Workshop on Visual Analytics in Healthcare, 2015