Search Results for author: François Bremond

Found 6 papers, 0 papers with code

From Multimodal to Unimodal Attention in Transformers using Knowledge Distillation

no code implementations15 Oct 2021 Dhruv Agarwal, Tanay Agrawal, Laura M. Ferrari, François Bremond

Multimodal Deep Learning has garnered much interest, and transformers have triggered novel approaches, thanks to the cross-attention mechanism.

Knowledge Distillation Multimodal Deep Learning

One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring

no code implementations9 Apr 2021 Laura M. Ferrari, Guy Abi Hanna, Paolo Volpe, Esma Ismailova, François Bremond, Maria A. Zuluaga

A limiting factor towards the wide routine use of wearables devices for continuous healthcare monitoring is their cumbersome and obtrusive nature.

EEG Event Detection

Online Tracking Parameter Adaptation based on Evaluation

no code implementations22 Jul 2013 Duc Phu Chau, Julien Badie, François Bremond, Monique Thonnat

In order to solve this problem, this paper proposes an online parameter tuning to adapt a tracking algorithm to various scene contexts.

Automatic Parameter Adaptation for Multi-object Tracking

no code implementations13 May 2013 Duc Phu Chau, Monique Thonnat, François Bremond

In order to decrease this dependency, this paper presents a learning approach to adapt the tracker parameters to the context variations.

General Classification Multi-Object Tracking

Object Tracking in Videos: Approaches and Issues

no code implementations18 Apr 2013 Duc Phu Chau, François Bremond, Monique Thonnat

Mobile object tracking has an important role in the computer vision applications.

Object Tracking

Cannot find the paper you are looking for? You can Submit a new open access paper.