DocumentCode :
2339277
Title :
A detection method of infrared image small target based on order morphology transformation and image entropy difference
Author :
Chi, Jian-Nan ; Fu, Ping ; Wang, Dong-Shu ; Xu, Xin-He
Author_Institution :
Inst. of Artificial Intelligence & Robotics, Northeastern Univ., Sheng Yang, China
Volume :
8
fYear :
2005
fDate :
18-21 Aug. 2005
Firstpage :
5111
Abstract :
In this paper a novel approach of infrared image small target detection in background of sky and sea is put forward. Firstly, method of line-average-value- subtraction and order morphology filter are used to restrain correlative background and obtain candidate targets; then two different target detection methods are proposed and used to detect targets. One of them is that order morphological edge detection operators constructed are adopted to wipe off noise and false target while edge of target was extracted; another is that using image entropy difference to detect the discontinuity between targets and background. The experimental results show that the techniques presented in this paper are valid.
Keywords :
edge detection; feature extraction; infrared imaging; edge detection; feature extraction; image entropy difference; infrared image; order morphology transformation; pre-processing stage; small target detection; edge detection; image entropy difference; order morphology transformation; pre-processing; small target detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
Type :
conf
DOI :
10.1109/ICMLC.2005.1527844
Filename :
1527844
Link To Document :
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