Grégory Rogez

According to our database, Grégory Rogez authored at least 60 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

SHOWMe: Robust object-agnostic hand-object 3D reconstruction from RGB video.

Anilkumar Swamy, Vincent Leroy, Philippe Weinzaepfel, Fabien Baradel, Salma Galaaoui, Romain Brégier, Matthieu Armando, Jean-Sébastien Franco, Grégory Rogez

Comput. Vis. Image Underst., 2024

CondiMen: Conditional Multi-Person Mesh Recovery.

Romain Brégier, Fabien Baradel, Thomas Lucas, Salma Galaaoui, Matthieu Armando, Philippe Weinzaepfel, Grégory Rogez

CoRR, 2024

Placing Objects in Context via Inpainting for Out-of-Distribution Segmentation.

Pau de Jorge, Riccardo Volpi, Puneet K. Dokania, Philip H. S. Torr, Grégory Rogez

Proceedings of the Computer Vision - ECCV 2024, 2024

PoseEmbroider: Towards a 3D, Visual, Semantic-Aware Human Pose Representation.

Ginger Delmas, Philippe Weinzaepfel, Francesc Moreno-Noguer, Grégory Rogez

Proceedings of the Computer Vision - ECCV 2024, 2024

Multi-HMR: Multi-person Whole-Body Human Mesh Recovery in a Single Shot.

Fabien Baradel, Matthieu Armando, Salma Galaaoui, Romain Brégier, Philippe Weinzaepfel, Grégory Rogez, Thomas Lucas

Proceedings of the Computer Vision - ECCV 2024, 2024

T2LM: Long-Term 3D Human Motion Generation from Multiple Sentences.

Taeryung Lee, Fabien Baradel, Thomas Lucas, Kyoung Mu Lee, Grégory Rogez

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Cross-View and Cross-Pose Completion for 3D Human Understanding.

Matthieu Armando, Salma Galaaoui, Fabien Baradel, Thomas Lucas, Vincent Leroy, Romain Brégier, Philippe Weinzaepfel, Grégory Rogez

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Purposer: Putting Human Motion Generation in Context.

Nicolas Ugrinovic, Thomas Lucas, Fabien Baradel, Philippe Weinzaepfel, Grégory Rogez, Francesc Moreno-Noguer

Proceedings of the International Conference on 3D Vision, 2024

2023

4DHumanOutfit: A multi-subject 4D dataset of human motion sequences in varying outfits exhibiting large displacements.

Matthieu Armando, Laurence Boissieux, Edmond Boyer, Jean-Sébastien Franco, Martin Humenberger, Christophe Legras, Vincent Leroy, Mathieu Marsot, Julien Pansiot, Sergi Pujades, Rim Rekik, Grégory Rogez, Anilkumar Swamy, Stefanie Wuhrer

Comput. Vis. Image Underst., December, 2023

PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling.

Fabien Baradel, Romain Brégier, Thibault Groueix, Philippe Weinzaepfel, Yannis Kalantidis, Grégory Rogez

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Catastrophic overfitting can be induced with discriminative non-robust features.

Guillermo Ortiz-Jiménez, Pau de Jorge, Amartya Sanyal, Adel Bibi, Puneet K. Dokania, Pascal Frossard, Grégory Rogez, Philip Torr

Trans. Mach. Learn. Res., 2023

SHOWMe: Benchmarking Object-agnostic Hand-Object 3D Reconstruction.

Anilkumar Swamy, Vincent Leroy, Philippe Weinzaepfel, Fabien Baradel, Salma Galaaoui, Romain Brégier, Matthieu Armando, Jean-Sébastien Franco, Grégory Rogez

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PoseFix: Correcting 3D Human Poses with Natural Language.

Ginger Delmas, Philippe Weinzaepfel, Francesc Moreno-Noguer, Grégory Rogez

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Reliability in Semantic Segmentation: Are we on the Right Track?

Pau de Jorge, Riccardo Volpi, Philip H. S. Torr, Grégory Rogez

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Preface to the Special Issue on Human Pose, Motion, Activities and Shape in 3D.

Manuel J. Marín-Jiménez, Javier Romero, Hao Li, Grégory Rogez

Int. J. Comput. Vis., 2022

Catastrophic overfitting is a bug but also a feature.

Guillermo Ortiz-Jiménez, Pau de Jorge, Amartya Sanyal, Adel Bibi, Puneet K. Dokania, Pascal Frossard, Grégory Rogez, Philip H. S. Torr

CoRR, 2022

Make Some Noise: Reliable and Efficient Single-Step Adversarial Training.

Pau de Jorge Aranda, Adel Bibi, Riccardo Volpi, Amartya Sanyal, Philip H. S. Torr, Grégory Rogez, Puneet K. Dokania

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

PoseGPT: Quantization-Based 3D Human Motion Generation and Forecasting.

Thomas Lucas, Fabien Baradel, Philippe Weinzaepfel, Grégory Rogez

Proceedings of the Computer Vision - ECCV 2022, 2022

PoseScript: 3D Human Poses from Natural Language.

Ginger Delmas, Philippe Weinzaepfel, Thomas Lucas, Francesc Moreno-Noguer, Grégory Rogez

Proceedings of the Computer Vision - ECCV 2022, 2022

Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images.

Thomas Lucas, Philippe Weinzaepfel, Grégory Rogez

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

MonoNHR: Monocular Neural Human Renderer.

Hongsuk Choi, Gyeongsik Moon, Matthieu Armando, Vincent Leroy, Kyoung Mu Lee, Grégory Rogez

Proceedings of the International Conference on 3D Vision, 2022

2021

Mimetics: Towards Understanding Human Actions Out of Context.

Philippe Weinzaepfel, Grégory Rogez

Int. J. Comput. Vis., 2021

Multi-FinGAN: Generative Coarse-To-Fine Sampling of Multi-Finger Grasps.

Jens Lundell, Enric Corona, Tran Nguyen Le, Francesco Verdoja, Philippe Weinzaepfel, Grégory Rogez, Francesc Moreno-Noguer, Ville Kyrki

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Progressive Skeletonization: Trimming more fat from a network at initialization.

Pau de Jorge, Amartya Sanyal, Harkirat S. Behl, Philip H. S. Torr, Grégory Rogez, Puneet K. Dokania

Proceedings of the 9th International Conference on Learning Representations, 2021

Continual Adaptation of Visual Representations via Domain Randomization and Meta-Learning.

Riccardo Volpi, Diane Larlus, Grégory Rogez

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Leveraging MoCap Data for Human Mesh Recovery.

Fabien Baradel, Thibault Groueix, Philippe Weinzaepfel, Romain Brégier, Yannis Kalantidis, Grégory Rogez

Proceedings of the International Conference on 3D Vision, 2021

2020

LCR-Net++: Multi-Person 2D and 3D Pose Detection in Natural Images.

Grégory Rogez, Philippe Weinzaepfel, Cordelia Schmid

IEEE Trans. Pattern Anal. Mach. Intell., 2020

DOPE: Distillation of Part Experts for Whole-Body 3D Pose Estimation in the Wild.

Philippe Weinzaepfel, Romain Brégier, Hadrien Combaluzier, Vincent Leroy, Grégory Rogez

Proceedings of the Computer Vision - ECCV 2020, 2020

Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation Under Hand-Object Interaction.

Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, Mingxiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren, Weiting Huang, Haifeng Sun, Marek Hrúz, Jakub Kanis, Zdenek Krnoul, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Philippe Weinzaepfel, Romain Brégier, Grégory Rogez, Vincent Lepetit, Tae-Kyun Kim

Proceedings of the Computer Vision - ECCV 2020, 2020

GanHand: Predicting Human Grasp Affordances in Multi-Object Scenes.

Enric Corona, Albert Pumarola, Guillem Alenyà, Francesc Moreno-Noguer, Grégory Rogez

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SMPLy Benchmarking 3D Human Pose Estimation in the Wild.

Vincent Leroy, Philippe Weinzaepfel, Romain Brégier, Hadrien Combaluzier, Grégory Rogez

Proceedings of the 8th International Conference on 3D Vision, 2020

2019

Moulding Humans: Non-Parametric 3D Human Shape Estimation From Single Images.

Valentin Gabeur, Jean-Sébastien Franco, Xavier Martin, Cordelia Schmid, Grégory Rogez

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Depth-Based Hand Pose Estimation: Methods, Data, and Challenges.

James Steven Supancic III, Grégory Rogez, Yi Yang, Jamie Shotton, Deva Ramanan

Int. J. Comput. Vis., 2018

Image-Based Synthesis for Deep 3D Human Pose Estimation.

Grégory Rogez, Cordelia Schmid

Int. J. Comput. Vis., 2018

2017

LCR-Net: Localization-Classification-Regression for Human Pose.

Grégory Rogez, Philippe Weinzaepfel, Cordelia Schmid

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Detecting Parts for Action Localization.

Nicolas Chesneau, Grégory Rogez, Karteek Alahari, Cordelia Schmid

Proceedings of the British Machine Vision Conference 2017, 2017

2016

The Open World of Micro-Videos.

Phuc Xuan Nguyen, Grégory Rogez, Charless C. Fowlkes, Deva Ramanan

CoRR, 2016

MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild.

Grégory Rogez, Cordelia Schmid

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Depth-Based Hand Pose Estimation: Data, Methods, and Challenges.

James Steven Supancic III, Grégory Rogez, Yi Yang, Jamie Shotton, Deva Ramanan

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Understanding Everyday Hands in Action from RGB-D Images.

Grégory Rogez, James Steven Supancic III, Deva Ramanan

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

First-person pose recognition using egocentric workspaces.

Grégory Rogez, James Steven Supancic III, Deva Ramanan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Monocular 3-D Gait Tracking in Surveillance Scenes.

Grégory Rogez, Jonathan Rihan, J. J. Guerrero, Carlos Orrite

IEEE Trans. Cybern., 2014

Exploiting projective geometry for view-invariant monocular human motion analysis in man-made environments.

Grégory Rogez, Carlos Orrite, J. J. Guerrero, Philip H. S. Torr

Comput. Vis. Image Underst., 2014

Egocentric Pose Recognition in Four Lines of Code.

Grégory Rogez, James Steven Supancic III, Deva Ramanan

CoRR, 2014

Automatic Segmentation and Recognition of Human Actions in Monocular Sequences.

Carlos Orrite, Mario Rodríguez, Elías Herrero, Grégory Rogez, Sergio A. Velastin

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

3D Hand Pose Detection in Egocentric RGB-D Images.

Grégory Rogez, Maryam Khademi, James Steven Supancic III, J. M. M. Montiel, Deva Ramanan

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

Egovision4Health - Assessing Activities of Daily Living from a Wearable RGB-D Camera for In-Home Health Care Applications.

Grégory Rogez, Deva Ramanan, J. M. M. Montiel

ERCIM News, 2013

2012

Fast Human Pose Detection Using Randomized Hierarchical Cascades of Rejectors.

Grégory Rogez, Jonathan Rihan, Carlos Orrite-Uruñuela, Philip H. S. Torr

Int. J. Comput. Vis., 2012

2009

HOG-Based Decision Tree for Facial Expression Classification.

Carlos Orrite, Andrés Gañán, Grégory Rogez

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008

A spatio-temporal 2D-models framework for human pose recovery in monocular sequences.

Grégory Rogez, Carlos Orrite-Uruñuela, Jesús Martínez del Rincón

Pattern Recognit., 2008

Ambiguity Modeling in Latent Spaces.

Carl Henrik Ek, Jonathan Rihan, Philip H. S. Torr, Grégory Rogez, Neil D. Lawrence

Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008

Randomized trees for human pose detection.

Grégory Rogez, Jonathan Rihan, Srikumar Ramalingam, Carlos Orrite, Philip H. S. Torr

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Dealing with Non-linearity in Shape Modelling of Articulated Objects.

Grégory Rogez, Jesús Martínez del Rincón, Carlos Orrite

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Rao-Blackwellized Particle Filter for Human Appearance and Position Tracking.

Jesús Martínez del Rincón, Carlos Orrite-Uruñuela, Grégory Rogez

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Exploiting Spatio-temporal Constraints for Robust 2D Pose Tracking.

Grégory Rogez, Ignasi Rius, Jesús Martínez del Rincón, Carlos Orrite

Proceedings of the Human Motion, 2007

View-invariant human feature extraction for video-surveillance applications.

Grégory Rogez, José Jesús Guerrero, Carlos Orrite

Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006

Viewpoint Independent Human Motion Analysis in Man-made Environments.

Grégory Rogez, José Jesús Guerrero, Jesús Martínez del Rincón, Carlos Orrite-Uruñuela

Proceedings of the British Machine Vision Conference 2006, 2006

Probabilistic Spatio-temporal 2D-Model for Pedestrian Motion Analysis in Monocular Sequences.

Grégory Rogez, Carlos Orrite, Jesús Martínez del Rincón, José Elías Herrero Jaraba

Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

2005

Human Figure Segmentation Using Independent Component Analysis.

Grégory Rogez, Carlos Orrite-Uruñuela, Jesús Martínez del Rincón

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004

2D Silhouette and 3D Skeletal Models for Human Detection and Tracking.

Carlos Orrite-Uruñuela, Jesús Martínez del Rincón, José Elías Herrero Jaraba, Grégory Rogez

Proceedings of the 17th International Conference on Pattern Recognition, 2004