Céline Craye

Computer Science · Physical Sciences

8h-index454citations18works0.02yr avg
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Research Topics

Visual Attention and Saliency Detection(7), Sleep and Work-Related Fatigue(5), Gaze Tracking and Assistive Technology(5), Video Surveillance and Tracking Methods(4), Advanced Image and Video Retrieval Techniques(3)

Publications18 total

ENSTA dataset
TIB Data Manager·2024Open Access
Spatio-Temporal Semantic Segmentation for Drone Detection
2019· 58 cited
Drone-vs-Bird Detection Challenge at IEEE AVSS2019
2019· 69 citedOpen Access
Exploring to learn visual saliency: The RL-IAC approach
Robotics and Autonomous Systems·2018Open Access
BioVision: A Biomimetics Platform for Intrinsically Motivated Visual Saliency Learning
IEEE Transactions on Cognitive and Developmental Systems·2018· 4 citedOpen Access
Intrinsic motivation mecanisms for incremental learning of visual saliency
HAL (Le Centre pour la Communication Scientifique Directe)·2017· 1 citedOpen Access
RL-IAC: An exploration policy for online saliency learning on an autonomous mobile robot
2016· 13 cited
On the use of intrinsic motivation for visual saliency learning
2016
Environment exploration for object-based visual saliency learning
2016· 78 cited
New Results - Representation Learning
2016
Exploration strategies for incremental learning of object-based visual saliency
2015· 15 cited
Apprentissage incrémental de la saillance visuelle pour des applications robotique
HAL (Le Centre pour la Communication Scientifique Directe)·2015Open Access
A Multi-Modal Driver Fatigue and Distraction Assessment System
International Journal of Intelligent Transportation Systems Research·2015· 93 cited
Driver distraction detection and recognition using RGB-D sensor
arXiv (Cornell University)·2015· 75 citedOpen Access
Bilateral Contracts and Grants with Industry - Bilateral Contracts with Industry
2015
A Visual-Based Driver Distraction Recognition and Detection Using Random Forest
Lecture notes in computer science·2014· 37 cited
A framework for context-aware driver status assessment systems
UWSpace (University of Waterloo)·2013· 6 citedOpen Access
Multi-distributions Particle Filter for Eye Tracking Inside a Vehicle
Lecture notes in computer science·2013· 5 cited

Frequent Co-authors

David Filliat(8), Jean-François Goudou(5), Fakhri Karray(4), Mohamed S. Kamel(2), Salem Ardjoune(2), Jean-François Goudou(2), Abdullah Rashwan(1), Angelo Coluccia(1), Alessio Fascista(1), Arne Schumann(1), Lars Sommer(1), Marian Ghenescu(1), Tomáš Piatrik(1), Geert De Cubber(1), Mrunalini Nalamati(1), Ankit Kapoor(1), Muhammad Saqib(1), Nabin Sharma(1), Michael Blumenstein(1), Vasileios Magoulianitis(1)