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
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;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-6880-5
DOI :
10.1109/iCECE.2010.101