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270641944
Human Motion Capture using Computer Vision: A Pruning-based Approach
Item #:
270641944
BDT 16303
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This book is aimed at both researchers and students seeking insights into human motion capture technologies and methods.
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- We live in a visual world where our main input comes through our eyes. Building systems that can replicate (or even outperform!) peoples? ability to analyze visual information is the goal of the Computer Vision research field. One of the major focal points within this field is to automatically be able to capture human motion: Human Motion Capture. This rapidly growing research field has inspired this book. The book starts out by providing an overview of the different motion capture technologies and their potential applications. A special focus is here devoted to computer vision-based approaches. The rest of the book hereafter goes in-depth with a particular model-based approach known as Analysis-by-Synthesis and shows how the complexity of the problem can be made tractable by incorporating the human kinematics. Concretely the book illustrates how spatially-based pruning can be applied to constrain the state-space representation of the human?s upper body. The book is aimed at both researchers who seek insides into concrete methods for human pose estimation, as well as students who want and introduction to the exiting field of computer vision-based human motion capture.
| Publisher | LAP LAMBERT Academic Publishing |
| Publication date | June 8, 2010 |
| Language | English |
| Print length | 280 pages |
| ISBN-10 | 3838367006 |
| ISBN-13 | 978-3838367002 |
| Item Weight | 413 g |
| Dimensions | 5.91 x 0.64 x 8.66 inches (15 x 1.6 x 22 cm) |
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Human Motion Capture using Computer Vision: A Pruning-based Approach
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English Edition Thomas Moeslund Format: Paperback Computers & Technology Editorial Review
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BDT 16303
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Features & Benefits
- Comprehensive overview of human motion capture technologies.
- Focus on computer vision-based approaches.
- In-depth exploration of Analysis-by-Synthesis model.
- Pruning technique to simplify state-space representation.
- Ideal for researchers and students in the field.
- Learn about human pose estimation methods.
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