Computer Vision and Machine Learning with RGB-D Sensors

Computer Vision and Machine Learning with RGB-D Sensors
Author :
Publisher : Springer
Total Pages : 316
Release :
ISBN-10 : 3319086529
ISBN-13 : 9783319086521
Rating : 4/5 (29 Downloads)

Book Synopsis Computer Vision and Machine Learning with RGB-D Sensors by : Ling Shao

Download or read book Computer Vision and Machine Learning with RGB-D Sensors written by Ling Shao and published by Springer. This book was released on 2014-07-18 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Computer Vision and Machine Learning with RGB-D Sensors Related Books

Computer Vision and Machine Learning with RGB-D Sensors
Language: en
Pages: 316
Authors: Ling Shao
Categories: Computers
Type: BOOK - Published: 2014-07-18 - Publisher: Springer

DOWNLOAD EBOOK

This book presents an interdisciplinary selection of cutting-edge research on RGB-D based computer vision. Features: discusses the calibration of color and dept
Computer Vision and Machine Learning with RGB-D Sensors
Language: en
Pages: 313
Authors: Ling Shao
Categories: Computers
Type: BOOK - Published: 2014-07-14 - Publisher: Springer

DOWNLOAD EBOOK

This book presents an interdisciplinary selection of cutting-edge research on RGB-D based computer vision. Features: discusses the calibration of color and dept
Experimental Robotics
Language: en
Pages: 966
Authors: Jaydev P. Desai
Categories: Technology & Engineering
Type: BOOK - Published: 2013-07-09 - Publisher: Springer

DOWNLOAD EBOOK

The International Symposium on Experimental Robotics (ISER) is a series of bi-annual meetings, which are organized, in a rotating fashion around North America,
RGB-D Image Analysis and Processing
Language: en
Pages: 524
Authors: Paul L. Rosin
Categories: Computers
Type: BOOK - Published: 2019-11-06 - Publisher: Springer

DOWNLOAD EBOOK

This book focuses on the fundamentals and recent advances in RGB-D imaging as well as covering a range of RGB-D applications. The topics covered include: data a
RGB-D Image Analysis and Processing
Language: en
Pages: 522
Authors: Paul L. Rosin
Categories: Computers
Type: BOOK - Published: 2019-10-26 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book focuses on the fundamentals and recent advances in RGB-D imaging as well as covering a range of RGB-D applications. The topics covered include: data a