DocumentCode
2103760
Title
Target detection based on coupled shape priors
Author
Zhao, Long ; Guo, Li ; Li, Zhengdong ; Chen, Yunbi ; Xie, Jinsheng
Author_Institution
Department of Electronic Science and Technology, University of Science and Technology of China, Hefei, China
fYear
2010
fDate
4-6 Dec. 2010
Firstpage
4746
Lastpage
4749
Abstract
We proposed a method for target detection based on coupled shape priors. We resorted to a detection based shape priors, watersheds and coupling in this research. We adopt the watershed to segment image into many cells and formed super-pixels. There is a shape prior of target for the image and the prior is used to evaluate the validity of the formed segmentation. At last, we detected target through searching the optimal coupled region between edge of super-pixels and shape priors.
Keywords
Computational modeling; Image segmentation; Object detection; Object segmentation; Pattern recognition; Shape; component; shape priors; super-pixels; target detection; watersheds;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location
Hangzhou, China
Print_ISBN
978-1-4244-7616-9
Type
conf
DOI
10.1109/ICISE.2010.5689479
Filename
5689479
Link To Document