Title
Novel robust RM filters for radar image preliminary processing
Abstract
Novel robust filtering algorithms applicable to signal and image processing are introduced. They use the robust techniques of rank and M estimators. The proposed robust rank M filters enhance the quality of radar images providing effective speckle suppression, impulse noise removal, preservation of edges and details. The properties of these algorithms are demonstrated by simulated images and real data. It is shown that the proposed filters provide good visual quality of processed images and have some advantages (in the MSE sense) in comparison to the known ones when the noise level is high. (C) 1999 SPIE and IS&T.
Year
DOI
Venue
1999
10.1117/1.482717
JOURNAL OF ELECTRONIC IMAGING
Keywords
Field
DocType
signal and image processing,radar,radar imaging,impulse noise
Radar,Computer vision,Radar imaging,Pattern recognition,Speckle pattern,Computer science,Image processing,Impulse noise,Artificial intelligence,Matched filter,Digital image processing,Space-time adaptive processing
Journal
Volume
Issue
ISSN
8
4
1017-9909
Citations 
PageRank 
References 
5
0.77
0
Authors
2
Name
Order
Citations
PageRank
Volodymyr I. Ponomaryov112418.38
Oleksiy B. Pogrebnyak24311.33