Human Action Recognition with Depth Cameras

Name: Human Action Recognition with Depth Cameras
SKU: 21957746
Price: 134.99 AUD
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Paperback / softback

Series:

Springerbriefs in Computer Science

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Description

Action recognition technology has many real-world applications in human-computer interaction, surveillance, video retrieval, retirement home monitoring, and robotics. The commoditization of depth sensors has also opened up further applications that were not feasible before. This text focuses on feature representation and machine learning algorithms for action recognition from depth sensors. After presenting a comprehensive overview of the state of the art, the authors then provide in-depth descriptions of their recently developed feature representations and machine learning techniques, including lower-level depth and skeleton features, higher-level representations to model the temporal structure and human-object interactions, and feature selection techniques for occlusion handling. This work enables the reader to quickly familiarize themselves with the latest research, and to gain a deeper understanding of recently developed techniques. It will be of great use for both researchers andpractitioners.

Release date Australia

February 4th, 2014

Author

Audience

Professional & Vocational

Illustrations

9 Illustrations, color; 23 Illustrations, black and white; VIII, 59 p. 32 illus., 9 illus. in color.

Pages

Series

Springerbriefs in Computer Science

Dimensions

155x235x4

ISBN-13

9783319045603

Product ID

21957746

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