Patrick Bouthémy

Inria Rennes - Bretagne Atlantique Research Centre — France

Computer Science · Physical Sciences

40h-index6.8kcitations311works0.02yr avg
OpenAlex↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Vision and Imaging(166), Video Analysis and Summarization(60), Advanced Image Processing Techniques(52), Medical Image Segmentation Techniques(39), Advanced Image and Video Retrieval Techniques(36)

Publications311 total

Segmenting the Motion Components of a Video: A Long-Term Unsupervised Model
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Efficient local correlation volume for unsupervised optical flow estimation on small moving objects in large satellite images
2024Open Access
Segmenting the motion components of a video: A long-term unsupervised model
arXiv (Cornell University)·2023· 1 citedOpen Access
Unsupervised Space-Time Network for Temporally-Consistent Segmentation of Multiple Motions
2023· 6 citedOpen Access
Apprentissage profond non supervisé fondé sur l'algorithme EM pour la segmentation du mouvement
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
EM-driven unsupervised learning for efficient motion segmentation
arXiv (Cornell University)·2022· 1 citedOpen Access
EM-Driven Unsupervised Learning for Efficient Motion Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2022· 22 citedOpen Access
Unsupervised computation of salient motion maps from the interpretation of a frame-based classification network
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Localisation de mouvements saillants dans des cartes de flot optique par l’interprétation d’un réseau de classification
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Trajectory Saliency Detection Using Consistency-Oriented Latent Codes From a Recurrent Auto-Encoder
IEEE Transactions on Circuits and Systems for Video Technology·2021· 1 citedOpen Access
Unsupervised computation of salient motion maps from the interpretation of a frame-based classification network
2021
3D Optical Flow Estimation Combining 3D Census Signature and Total Variation Regularization
2020· 1 cited
Intensity-based methods for fully automated registration in 2D and 3D CLEM
HAL (Le Centre pour la Communication Scientifique Directe)·2019
3D flow field estimation and assessment for live cell fluorescence microscopy
Bioinformatics·2019· 11 citedOpen Access
CNN-based temporal detection of motion saliency in videos
Pattern Recognition Letters·2019· 17 cited
Unsupervised Motion Saliency Map Estimation Based On Optical Flow Inpainting
2019· 5 citedOpen Access
Robust Model Selection in 2D Parametric Motion Estimation
Journal of Mathematical Imaging and Vision·2019· 2 citedOpen Access
3D motion estimation in 3D light microscopy image sequences: application to cell migration
HAL (Le Centre pour la Communication Scientifique Directe)·2019Open Access
Détection temporelle de saillance dynamique dans des vidéos par apprentissage profond
SPIRE - Sciences Po Institutional REpository·2018
Learning how to be robust: Deep polynomial regression
arXiv (Cornell University)·2018· 3 citedOpen Access
page 1 of 16Next →

Frequent Co-authors

Patrick Pérez(6), Charles Kervrann(5), Jérôme Boulanger(4), C. Collet(4), Marc Gelgon(4), François G. Meyer(4), Fabrice Heitz(3), Max Mignotte(3), Édouard François(3), Éric Marchand(3), François Chaumette(3), Ronan Fablet(3), Jean‐Marc Odobez(3), Mihir Jain(2), Hervé Jeǵou(2), Jean‐Baptiste Sibarita(2), Jean Salamero(2), Patrick Gros(2), C. Papin(2), Guy Rochard(2)