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Veronique Prinet

2 accepted papers

2020

Decoupled Representation Learning for Skeleton-Based Gesture Recognition

Jianbo Liu, Yongcheng Liu, Ying Wang, Veronique Prinet, Shiming Xiang, Chunhong Pan
CVPR 2020poster

Skeleton-based gesture recognition is very challenging, as the high-level information in gesture is expressed by a sequence of complexly composite motions. Previous works often learn all the motions with a single model. In this paper, we propose to decouple the gesture into hand posture variations a…

Cited by 94PDF ↗Scholar ↗
2019

Progressive Sparse Local Attention for Video Object Detection

Chaoxu Guo, Bin Fan, Jie Gu, Qian Zhang, Shiming Xiang, Veronique Prinet +1
ICCV 2019poster

Transferring image-based object detectors to the domain of videos remains a challenging problem. Previous efforts mostly exploit optical flow to propagate features across frames, aiming to achieve a good trade-off between accuracy and efficiency. However, introducing an extra model to estimate optic…

Cited by 99PDF ↗Scholar ↗