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Computer Vision and Machine Learning with RGB D Sensors Book PDF Summary

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.

Detail Book of Computer Vision and Machine Learning with RGB D Sensors PDF

Computer Vision and Machine Learning with RGB D Sensors
  • Author : Ling Shao
  • Release : 14 July 2014
  • Publisher : Springer
  • ISBN : 9783319086514
  • Genre : Computers
  • Total Page : 313 pages
  • Language : English
  • PDF File Size : 14,7 Mb

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