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CONSUMER DEPTH CAMERAS FOR COMPUTER VISION. RESEARCH TOPICS AND APPLICATIONS
Título:
CONSUMER DEPTH CAMERAS FOR COMPUTER VISION. RESEARCH TOPICS AND APPLICATIONS
Subtítulo:
Autor:
FOSSATI, A
Editorial:
SPRINGER VERLAG
Año de edición:
2013
Materia
VISION POR ORDENADOR
ISBN:
978-1-4471-4639-1
Páginas:
210
129,00 €

 

Sinopsis

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 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.