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Human Activity Recognition and Prediction
This book provides a unique view of human activity recognition, especially fine-grained human activity structure learning, human-interaction recognition, RGB-D data based action recognition, temporal decomposition, and causality learning in unconstrained human activity videos. The techniques discuss...
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| Format: | e-Book |
| Language: | English |
| Published: |
Cham :
Springer International Publishing :
2016.
Imprint: Springer, |
| Edition: | 1st ed. 2016. |
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| Online Access: | Full-text access |
Table of Contents:
- Introduction
- Action and Activities
- Action Recognition and Human Interaction
- Multimodal Action Recognition
- RGB-D Action Recognition
- Actionlets and Activity Prediction
- Time Series Modeling for Activity Prediction
- RGB-D Action Prediction.