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

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

This publication offers an interdisciplinary collection of state of the art learn on RGB-D dependent laptop imaginative and prescient. positive factors: discusses the calibration of colour and intensity cameras, the aid of noise on intensity maps and strategies for shooting human functionality in 3D; experiences a variety of purposes which use RGB-D details to reconstruct human figures, assessment power intake and procure exact motion type; offers an method for 3D item retrieval and for the reconstruction of fuel circulate from a number of Kinect cameras; describes an RGB-D desktop imaginative and prescient method designed to help the visually impaired and one other for smart-environment sensing to help aged and disabled humans; examines the potent beneficial properties 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 popularity and a unique hand segmentation and gesture popularity system.

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