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行为识别论文阅读（1）——Deep Progressive Reinforcement Learning for Skeleton-based Action Recognition
Deep Progressive Reinforcement Learning for Skeleton-based Action RecognitionYansong Tang1,2,3,∗ Yi Tian1,∗ Jiwen Lu1,2,3 Peiyang Li1 Jie Zhou1,2,3CVPR2018原创 2019-03-03 11:13:52 · 4243 阅读 · 5 评论 -
行为识别论文阅读（2）——3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children
行为识别论文阅读（2）——3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of ChildrenCVPR2018在本文中，我们介绍了在自闭症儿童的机器人辅助治疗过程中，在非分段视频中定义的精细动作分类和情绪预测任务。这些数据旨在支持健壮的、上下文敏感的、多模态的和自然主义的HRI解决方案，以...原创 2019-03-10 09:53:38 · 1652 阅读 · 0 评论 -
Deep Learning for Videos: A 2018 Guide to Action Recognition
Deep Learning for Videos: A 2018 Guide to Action Recognition视频深度学习:2018行动识别指南医学图像，如核磁共振成像(MRIs)， CTs (3D图像)非常类似于视频-他们都编码二维空间信息超过三维。就像从3D图像中诊断异常一样，从视频中进行动作识别需要从整个视频中捕捉上下文，而不仅仅是从每个帧中捕捉信息。图1:左:头部CT扫描...原创 2019-04-05 12:04:04 · 2434 阅读 · 0 评论 -
Temporal-Spatial Mapping for Action Recognition
Xiaolin Song, Cuiling Lan, Wenjun Zeng, Fellow, IEEE, Junliang Xing, Member, IEEE, Xiaoyan Sun, SeniorMember, IEEE, and Jingyu Yang, Senior Member, IEEESong X, Lan C, Zeng W, et al. Temporal-Spatia...原创 2019-09-08 00:19:08 · 765 阅读 · 0 评论 -
Collaborative Spatiotemporal Feature Learning for Video Action Recognition
Li C, Zhong Q, Xie D, et al. Collaborative Spatiotemporal Feature Learning for Video Action Recognition[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2019: 7872-7...原创 2019-09-08 00:23:26 · 676 阅读 · 0 评论 -
Second-order Temporal Pooling for Action Recognition
Cherian A, Gould S. Second-order temporal pooling for action recognition[J]. International Journal of Computer Vision, 2019, 127(4): 340-362.基于视频的动作识别的深度学习模型通常为短视频片段(由几帧组成)生成特征;通过计算这些特性的统计数据，将这些剪辑级...原创 2019-09-09 22:09:43 · 302 阅读 · 0 评论