Real Time Human Motion Tracking with Image Alignment Optimization的封面
书籍主题:

Real Time Human Motion Tracking with Image Alignment Optimization

Using Random Projection

LAP LAMBERT Academic Publishing (2016-04-18 )

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ISBN-13:

978-3-659-87718-6

ISBN-10:
3659877182
EAN:
9783659877186
书籍语言:
英文
作品简介:
Analysis of human motion is studied in the context of 2D video image estimation. An adaptive human motion estimation filter with integrated phase compensator is designed to extract the relevant features from the human motion information through video samples. The use of phase compensator ensures that the algorithm performs well for both low and high frequency human motion estimation. An extended principal component analysis is applied to the two dimensional situation for dimensional reduction and results obtained, prove to be superior, compared to reported schemes. A correlation extractor is emulated in the hardware and extracts the interframe pixel correlation values and is spatial dependent. The implemented algorithm is scalable and generic and cause least modifications on the representation coefficients. Thus, it can tolerate increased variations on the motion appearance and keep the basis representation vector unaffected. Implementation results with real sequences are evaluated. The artefacts considered in the design include (i) Effects of expression, (ii) Illumination and (iii) Occlusion variations.
出版社 :
LAP LAMBERT Academic Publishing
网址:
https://www.lap-publishing.com/
由(作者):
B. Muthu Kumar
页码 :
156
发表日期:
2016-04-18
现货:
备有现货
类别:
信息学,信息技术
价格:
44.90 €
关键词:
Neural Network, Principal Component Analysis, Human motion estimation, 2-Dimensional feature extraction, Phase Compensator

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