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
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;
Conference_Titel :
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location :
Hangzhou, China
Print_ISBN :
978-1-4244-7616-9
DOI :
10.1109/ICISE.2010.5689479
