DocumentCode
2125451
Title
Edge preservation evaluation of digital speckle filters
Author
Han Chumning ; Huadong, Guo ; Changlin, Wang
Author_Institution
Lab. of Remote Sensing Inf. Sci., Acad. Sinica, Beijing, China
Volume
4
fYear
2002
fDate
24-28 June 2002
Firstpage
2471
Abstract
This paper makes three contributions. It clarifies the definition of edge preservation in SAR images. The definition of edge preservation is important for edge preservation evaluation of digital speckle filters. Only if the definition of edge preservation is reasonable, can the edge preservation evaluation be successfully performed. Second, an algorithm to evaluate edge preservation of digital speckle filters is proposed. Third, we analyze the reason why the enhanced Lee, enhanced Frost, gamma, and Kuan filters cannot effectively preserve edges. The main contribution in this paper is that we clarified the difference between edge preservation and edge point preservation. It is important to develop new methods to reduce speckle in SAR images, which can successfully preserve edges in smoothed images.
Keywords
digital filters; edge detection; radar imaging; remote sensing by radar; synthetic aperture radar; Kuan filter; SAR images; algorithm; digital speckle filters; edge point preservation; edge preservation evaluation; enhanced Frost filter; enhanced Lee filter; gamma filter; smoothed images; speckle reduction; Adaptive filters; Calibration; Digital filters; Information filtering; Information filters; Laboratories; Performance evaluation; Remote sensing; Speckle; Synthetic aperture radar;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
Print_ISBN
0-7803-7536-X
Type
conf
DOI
10.1109/IGARSS.2002.1026581
Filename
1026581
Link To Document