9783319086507-3319086502-Computer Vision and Machine Learning with RGB-D Sensors (Advances in Computer Vision and Pattern Recognition)

Computer Vision and Machine Learning with RGB-D Sensors (Advances in Computer Vision and Pattern Recognition)

ISBN-13: 9783319086507
ISBN-10: 3319086502
Edition: 2014
Publication date: 2014
Publisher: Springer
Format: Hardcover 326 pages
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Book details

ISBN-13: 9783319086507
ISBN-10: 3319086502
Edition: 2014
Publication date: 2014
Publisher: Springer
Format: Hardcover 326 pages

Summary

Acknowledged author wrote Computer Vision and Machine Learning with RGB-D Sensors (Advances in Computer Vision and Pattern Recognition) comprising 326 pages back in 2014. Textbook and eTextbook are published under ISBN 3319086502 and 9783319086507. Since then Computer Vision and Machine Learning with RGB-D Sensors (Advances in Computer Vision and Pattern Recognition) textbook was available to sell back to BooksRun online for the top buyback price or rent at the marketplace.

Description

This book presents an interdisciplinary selection of cutting-edge research on RGB-D based computer vision. Features: discusses the calibration of color and depth cameras, the reduction of noise on depth maps and methods for capturing human performance in 3D; reviews a selection of applications which use RGB-D information to reconstruct human figures, evaluate energy consumption and obtain accurate action classification; presents an approach for 3D object retrieval and for the reconstruction of gas flow from multiple Kinect cameras; describes an RGB-D computer vision system designed to assist the visually impaired and another for smart-environment sensing to assist elderly and disabled people; examines the effective features that characterize static hand poses and introduces a unified framework to enforce both temporal and spatial constraints for hand parsing; proposes a new classifier architecture for real-time hand pose recognition and a novel hand segmentation and gesture recognition system.

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