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
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;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2013 Sixth International Symposium on
Conference_Location :
Hangzhou
DOI :
10.1109/ISCID.2013.83
