DocumentCode
685468
Title
Describe and Analyze the Human Silhouette Based on Codebook Designing Algorithm
Author
Ye Xia ; Guoying Yan
Author_Institution
Beijing Inst. of Tracking & Telecommun. Technol., Beijing, China
Volume
1
fYear
2013
fDate
28-29 Oct. 2013
Firstpage
305
Lastpage
308
Abstract
The silhouette is a good way to express human area and the motion information. This paper describes a method of human detection based on human´s silhouette, the main content is that to create the shape vector of the moving object firstly, then to classify the human from other objects using the codebook designed. The experiments showed that this method could produce good results.
Keywords
image classification; image coding; image motion analysis; object detection; codebook designing algorithm; human detection; human silhouette analysis; motion information; shape vector; Algorithm design and analysis; Classification algorithms; Feature extraction; Support vector machine classification; Training; Vectors; Visualization; codebook designing algorithm; distortion sensitive competitive learning algorithm; silhouette description; visual analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Design (ISCID), 2013 Sixth International Symposium on
Conference_Location
Hangzhou
Type
conf
DOI
10.1109/ISCID.2013.83
Filename
6804996
Link To Document