Kévin Riou

According to our database, Kévin Riou authored at least 14 papers between 2020 and 2026.

Collaborative distances:

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

2026

Temporal Consistency and Variation-Guided Spatio-Temporal Aggregation for Few-Shot Action Recognition.

Kaiwen Dong, Quanyi Li, Yanjing Sun, Xiao Yun, Yu Zhou, Kévin Riou, Xiaofeng Hou, Patrick Le Callet

IEEE Trans. Circuits Syst. Video Technol., March, 2026

2025

Embodiment- and Environment-Agnostic Imitation Learning for Robots : integrating Human Pose-Based Action Récognition with Language and Vision Models. (Apprentissage par Imitation Indépendant de l'Incarnation et de l'Environnement pour les Robots : intégration de la Reconnaissance d'Actions Basée sur la Pose Humaine avec des Modèles de Langage et Vision).

Kévin Riou

PhD thesis, 2025

Spatial-Temporal-Geometric Graph Convolutional Network for 3-D Human Pose Estimation From Multiview Video.

Kaiwen Dong, Yu Zhou, Kévin Riou, Xiao Yun, Yanjing Sun, Kévin Subrin, Patrick Le Callet

IEEE Trans. Instrum. Meas., 2025

Data Augmentation for QoL-Centered Functional Vision Research: Synthetic Human Behavior Generation in Virtual Reality.

Yujie Huang, Kévin Riou, Alexandre Bruckert, Patrick Le Callet

Proceedings of the 17th International Conference on Quality of Multimedia Experience, 2025

2024

Reinforcement Learning Based Tactile Sensing for Active Point Cloud Acquisition, Recognition and Localization.

Kévin Riou, Kaiwen Dong, Kévin Subrin, Patrick Le Callet

IEEE J. Sel. Top. Signal Process., April, 2024

Geometric Consistency-Guaranteed Spatio-Temporal Transformer for Unsupervised Multiview 3-D Pose Estimation.

Kaiwen Dong, Kévin Riou, Jingwen Zhu, Andréas Pastor, Kévin Subrin, Yu Zhou, Xiao Yun, Yanjing Sun, Patrick Le Callet

IEEE Trans. Instrum. Meas., 2024

Evaluating 3D Human Pose Estimation in Occluded Multi-Sensor Scenarios: Dataset and Annotation Approach.

Kévin Riou, Kaiwen Dong, Yujie Huang, Kévin Subrin, Patrick Le Callet, Yanjing Sun

Proceedings of the IEEE International Conference on Image Processing, 2024

Behavioral Recognition of Skeletal Data Based on Targeted Dual Fusion Strategy.

Xiao Yun, Chenglong Xu, Kévin Riou, Kaiwen Dong, Yanjing Sun, Song Li, Kévin Subrin, Patrick Le Callet

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Kinetic particles : from human pose estimation to an immersive and interactive piece of art questionning thought-movement relationships.

Mickael Lafontaine, Julie Cloarec-Michaud, Kévin Riou, Yujie Huang, Kaiwen Dong, Patrick Le Callet

Proceedings of the 2023 ACM International Conference on Interactive Media Experiences, 2023

From Temporal-Evolving to Spatial-Fixing: A Keypoints-Based Learning Paradigm for Visual Robotic Manipulation.

Kévin Riou, Kaiwen Dong, Kévin Subrin, Yanjing Sun, Patrick Le Callet

IROS, 2023

2022

Multi-layer perceptron for network intrusion detection.

Arnaud Rosay, Kévin Riou, Florent Carlier, Pascal Leroux

Ann. des Télécommunications, 2022

Reinforcement Learning Based Point-Cloud Acquisition and Recognition Using Exploration-Classification Reward Combination.

Kévin Riou, Kévin Subrin, Patrick Le Callet

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

2021

Seeing By Haptic Glance: Reinforcement Learning Based 3d Object Recognition.

Kévin Riou, Suiyi Ling, Guillaume Gallot, Patrick Le Callet

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Few-Shot Object Detection in Real Life: Case Study on Auto-Harvest.

Kévin Riou, Jingwen Zhu, Suiyi Ling, Mathis Piquet, Vincent Truffault, Patrick Le Callet

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020