Manipulation-skill Assessment from Videos with Spatial Attention Network

9 Jan 2019Zhenqiang LiYifei HuangMinjie CaiYoichi Sato

Recent advances in computer vision have made it possible to automatically assess from videos the manipulation skills of humans in performing a task, which breeds many important applications in domains such as health rehabilitation and manufacturing. Previous methods of video-based skill assessment did not consider the attention mechanism humans use in assessing videos, limiting their performance as only a small part of video regions is informative for skill assessment... (read more)

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