Consumer Depth Cameras for Computer Vision : Research Topics and Applications
Overview
The potential of consumer depth cameras extends well beyond entertainment and gaming, to real-world commercial applications. This authoritative text reviews the scope and impact of this rapidly growing field, describing the most promising Kinect-based research activities, discussing significant current challenges, and showcasing exciting applications. Features: presents contributions from an international selection of preeminent authorities in their fields, from both academic and corporate research; addresses the classic problem of multi-view geometry of how to correlate images from different viewpoints to simultaneously estimate camera poses and world points; examines human pose estimation using video-rate depth images for gaming, motion capture, 3D human body scans, and hand pose recognition for sign language parsing; provides a review of approaches to various recognition problems, including category and instance learning of objects, and human activity recognition; with a Foreword by Dr. Jamie Shotton.
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Details
- ISBN-13: 9781447146391
- ISBN-10: 1447146395
- Publisher: Springer
- Publish Date: October 2012
- Dimensions: 9.1 x 6.4 x 0.7 inches
- Shipping Weight: 1.2 pounds
- Page Count: 210
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