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Computer Science - Image Processing | Consumer Depth Cameras for Computer Vision - Research Topics and Applications

Consumer Depth Cameras for Computer Vision

Research Topics and Applications

Fossati, A., Gall, J., Grabner, H., Ren, X., Konolige, K. (Eds.)

2013, XVI, 210 p. 109 illus., 106 illus. in color.

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  • Describes a topic of computer vision that will be key in coming years
  • With a broad appeal, bridging academic and corporate research
  • Provides publicly-available code for many of the applications described

The launch of Microsoft’s Kinect, the first high-resolution depth-sensing camera for the consumer market, generated considerable excitement not only among computer gamers, but also within the global community of computer vision researchers.

The potential of consumer depth cameras extends well beyond entertainment and gaming, to real-world commercial applications such virtual fitting rooms, training for athletes, and assistance for the elderly. This authoritative text/reference 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.

Topics and 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 of Microsoft Research, Cambridge, UK

This broad-ranging overview is a must-read for researchers and graduate students of computer vision and robotics wishing to learn more about the state of the art of this increasingly “hot” topic.

Content Level » Research

Keywords » 3D Point Cloud - Computer Vision - Consumer Depth Cameras - Kinect - Pattern Recognition

Related subjects » Image Processing

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