TY - GEN
T1 - A mover detection method based on 2-D fuzzy entropy in SAR images
AU - Gao, Fei
AU - Zhou, Rui
AU - Sun, Jinping
AU - Yu, Zhenming
PY - 2010
Y1 - 2010
N2 - In this paper, a new technique for the moving targets detection combining incoherent and coherent information of the Synthetic Aperture Radar (SAR) images is proposed based on the measure of a two-dimensional (2-D) fuzzy entropy principle. Firstly, it extracts incoherent and coherent information from images in pixel and builds a 2-D histogram. Secondly, according to 2-D fuzzy function, image pixels are fuzzy classified into two groups: changed and unchanged then 2-D fuzzy entropy is calculated. Finally, Differential Evolution (DE) algorithm is used to maximize the entropy and the optimal parameters of the fuzzy function are obtained, which procures effective moving target detection results.
AB - In this paper, a new technique for the moving targets detection combining incoherent and coherent information of the Synthetic Aperture Radar (SAR) images is proposed based on the measure of a two-dimensional (2-D) fuzzy entropy principle. Firstly, it extracts incoherent and coherent information from images in pixel and builds a 2-D histogram. Secondly, according to 2-D fuzzy function, image pixels are fuzzy classified into two groups: changed and unchanged then 2-D fuzzy entropy is calculated. Finally, Differential Evolution (DE) algorithm is used to maximize the entropy and the optimal parameters of the fuzzy function are obtained, which procures effective moving target detection results.
KW - 2-D fuzzy entropy
KW - Change detection
KW - Differential Evolution algorithm
KW - Moving target detection
KW - SAR image
UR - https://www.scopus.com/pages/publications/78651097230
U2 - 10.1109/ICOSP.2010.5656957
DO - 10.1109/ICOSP.2010.5656957
M3 - 会议稿件
AN - SCOPUS:78651097230
SN - 9781424458981
T3 - International Conference on Signal Processing Proceedings, ICSP
SP - 2218
EP - 2221
BT - ICSP2010 - 2010 IEEE 10th International Conference on Signal Processing, Proceedings
T2 - 2010 IEEE 10th International Conference on Signal Processing, ICSP2010
Y2 - 24 October 2010 through 28 October 2010
ER -