DocumentCode
2979726
Title
An Image Preprocessing Algorithm of Weak and Small Target in Digital Video Interpretation System
Author
Zhuo, Li ; Geng Qi Xian
Author_Institution
Coll. of Comput. Sci. & Technol., Beihua Univ., Jilin, China
fYear
2010
fDate
25-27 June 2010
Firstpage
388
Lastpage
390
Abstract
The weak and small target image preprocessing in the digital video interpretation system is studied. In order to improve the detection ratio of single image, firstly, morphological wavelet transform is adopted to enhance small target in the low frequency image; and then, use morphological open-reconstruction filter and threshold technique to suppress the background and segment the small target; finally, use wavelet reconstruction to get the small target detection image. Experimental results indicate that the method can detect small target precisely compared with other methods in image of low contrast small target with background clutter. The correct detection ratio of single image is 94%, and this method can improve the performance of video interpretation system.
Keywords
clutter; filtering theory; image reconstruction; video signal processing; wavelet transforms; background clutter; correct detection ratio; digital video interpretation system; image preprocessing algorithm; low frequency image; morphological open-reconstruction filter; morphological wavelet transform; small target image preprocessing; threshold technique; weak target image preprocessing; Filtering; Filtering algorithms; Image reconstruction; Optical filters; Wavelet analysis; Wavelet transforms; digital video interpretation; image preprocessing; morphological reconstruction; morphological wavelet; small target detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Control Engineering (ICECE), 2010 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-6880-5
Type
conf
DOI
10.1109/iCECE.2010.101
Filename
5629878
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