Title :
Multiple facula targets recognition based on particular distribution
Author :
Gao, Ming ; Wei, Zhenzhong ; Ma, Liqun ; He, Xiaomei
Author_Institution :
Key Lab. of Precision Opto-Mechatron. Technol., Beihang Univ., Beijing
Abstract :
An approach of multiple facula targets recognition based on particular distribution is presented. Firstly, a sort of particular distributions is proposed. Secondly, every target´s edge and region pixels are searched and recorded after morphology open operation and adaptive thresholding. And then a feature vector is established, in order to segment facula targets from other disturbing regions. Finally, a feature labeling algorithm is proposed to identify each facula target. The approach simplifies the process of matching facula targets observed by two or more cameras in stereo vision measurement by segmenting facula targets and labeling each of them in single image. Experiments on simulated images and real images illustrate validity and robustness of the presented approach.
Keywords :
feature extraction; image segmentation; object recognition; stereo image processing; feature labeling algorithm; feature vector; multiple facula targets recognition; particular distribution; stereo vision; Cameras; Educational technology; Image matching; Image recognition; Image segmentation; Labeling; Laboratories; Morphology; Stereo vision; Target recognition;
Conference_Titel :
Audio, Language and Image Processing, 2008. ICALIP 2008. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1723-0
Electronic_ISBN :
978-1-4244-1724-7
DOI :
10.1109/ICALIP.2008.4590085