Download Computer Vision and Machine Learning with RGB-D Sensors by Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang PDF

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

This ebook offers an interdisciplinary number of state-of-the-art study on RGB-D dependent computing device imaginative and prescient. beneficial properties: discusses the calibration of colour and intensity cameras, the relief of noise on intensity maps and techniques for taking pictures human functionality in 3D; stories a range of purposes which use RGB-D details to reconstruct human figures, assessment power intake and procure actual motion category; offers an technique for 3D item retrieval and for the reconstruction of fuel stream from a number of Kinect cameras; describes an RGB-D laptop imaginative and prescient approach designed to aid the visually impaired and one other for smart-environment sensing to help aged and disabled humans; examines the powerful positive factors that symbolize 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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