Title :
SAR image target extraction based on 2-D leapfrog filtering
Author :
Liu, Zhixing ; Hu, Shaohai ; Xiao, Yang ; Qu, Guangzhi ; Kim, Kiseon
Author_Institution :
Inst. of Inf. Sci., Beijing Jiaotong Univ., Beijing, China
Abstract :
This paper reveals that the classical R-D imaging algorithm can not remove the strong noise and extract the objects in R-D imaging image by their range and azimuth matching filters. Though 2-D DCT-DWT or 2-D DFT-DWT can be a 2-D filtering for the issue, while the algorithms need huge computation amount, they can not process SAR image real time. To solve the problem, this paper develops a new 2-D filtering algorithm based on 2-D leapfrog filter, which is good at extracting the SAR image target clearly. The 2-D recursive filter is of few multiplications for SAR image each pixel to realize fast and real-time image filtering. Practical experiments of SAR image processing have shown that the approach and algorithm are correct, effective and pragmatical.
Keywords :
filtering theory; object recognition; radar signal processing; synthetic aperture radar; target tracking; 2D filtering algorithm; 2D leapfrog filtering; 2D recursive filter; SAR image target extraction; Digital filters; Filtering algorithms; Interference; Noise; Synthetic aperture radar; 2-D Leapfrog Filtering; SAR Image; Target Extraction;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5656115