Title :
Atomic decomposition-based SAR imaging technique
Author :
Gao, Yesheng ; Wang, Kaizhi ; Liu, Xingzhao ; Yu, Wenxian
Author_Institution :
Dept. of Electron. Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
The conventional SAR imaging algorithms are developed based on specified imaging geometry models, and these algorithms become more complex considering finer resolution or more complicated geometry. The quality of the product is measured by resolution, PSLR and ISLR, etc. without regard to its application. This paper proposes a signal-model-based imaging scheme. Independent of imaging geometry, the new scheme focuses the backscattered echoes by estimating the signal parameters. Furthermore, two realizations of the scheme are presented. This scheme will also have great potential for target feature extraction and image interpretation.
Keywords :
feature extraction; geophysical image processing; geophysical techniques; synthetic aperture radar; ISLR; PSLR; atomic decomposition-based SAR imaging technique; backscattered echoes; image interpretation; imaging geometry; signal parameters; signal-model-based imaging scheme; specified imaging geometry models; target feature extraction; Azimuth; Chirp; Dictionaries; Doppler effect; Imaging; Matching pursuit algorithms; Radar polarimetry; SAR imaging; atomic decomposition; matching pursuit; signal model; synthetic aperture radar;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4577-1003-2
DOI :
10.1109/IGARSS.2011.6049207