Online view-invariant human action recognition using rgb-d spatio-temporal matrix
详细信息 查看全文
- 作者：Yen-Pin HsuAuthor Vitae ; Chengyin LiuAuthor Vitae ; Tzu-Yang ChenAuthor Vitae ; Li-Chen Fu ; lichen@ntu.edu.tw" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae
- 关键词：Action recognition ; View-invariant ; Self-similarity
- 刊名：Pattern Recognition
- 出版年：2016
- 出版时间：December 2016
- 年：2016
- 卷：60
- 期：Complete
- 页码：215-226
- 全文大小：4153 K
文摘
- •
We provide a promising vision-based view-invariant action recognition system from RGB-D videos.
- •
We use the Euclidean distance between spatio-temporal feature vectors that are represented in a Spatio-Temporal Matrix (STM).
- •
We describe the local tendency of the STM using pyramid-structural bag-of-words (BoW-Pyramid) and train a SVM classifier.