Get Computer Vision and Machine Learning with RGB-D Sensors PDF

By Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang

ISBN-10: 3319086502

ISBN-13: 9783319086507

ISBN-10: 3319381059

ISBN-13: 9783319381053

This publication offers an interdisciplinary choice of state-of-the-art study on RGB-D established desktop imaginative and prescient. gains: discusses the calibration of colour and intensity cameras, the relief of noise on intensity maps and techniques for taking pictures human functionality in 3D; studies a range of functions which use RGB-D details to reconstruct human figures, review strength intake and acquire exact motion type; offers an process for 3D item retrieval and for the reconstruction of gasoline stream from a number of Kinect cameras; describes an RGB-D laptop imaginative and prescient process designed to aid the visually impaired and one other for smart-environment sensing to help aged and disabled humans; examines the potent beneficial properties that signify static hand poses and introduces a unified framework to implement either temporal and spatial constraints for hand parsing; proposes a brand new classifier structure for real-time hand pose attractiveness and a unique hand segmentation and gesture acceptance system.

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Computer Vision and Machine Learning with RGB-D Sensors (Advances in Computer Vision and Pattern Recognition) by Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang


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