Computer Vision and Machine Learning with RGB-D Sensors (Advances in Computer Vision and Pattern Recognition)
- 出版商: Springer
- 出版日期: 2014-08-05
- 售價: $4,660
- 貴賓價: 9.5 折 $4,427
- 語言: 英文
- 頁數: 316
- 裝訂: Hardcover
- ISBN: 3319086502
- ISBN-13: 9783319086507
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相關分類:
感測器 Sensor、Machine Learning 機器學習 、Computer Vision 電腦視覺
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商品描述
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.