Robust RM-filters for radar image processing

Vladimir I. Ponomarev; Oleksiy B. Pogrebnyak

doi:10.1117/12.262896

Robust RM-filters for radar image processing

Vladimir I. Ponomarev, Oleksiy B. Pogrebnyak

Research output: Contribution to journal › Conference article › peer-review

4 Scopus citations

Abstract

Novel robust algorithms using combined rank and M-estimations applicable to image and signal processing are proposed. They are based on analysis of statistical characteristics of images and permit to enhance the quality of radar images by means of effective speckle suppression, impulsive noise removal and edge preservation. The advantages of these digital algorithms are demonstrated by simulated images and real data.

Original language	English
Pages (from-to)	272-283
Number of pages	12
Journal	Proceedings of SPIE - The International Society for Optical Engineering
Volume	2955
DOIs	https://doi.org/10.1117/12.262896
State	Published - 1996
Externally published	Yes
Event	Image and Signal Processing for Remote Sensing III - Taormina, Italy Duration: 23 Sep 1996 → 23 Sep 1996

Keywords

Image processing
M-filters
RM-filters
Rank filters

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10.1117/12.262896

Cite this

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title = "Robust RM-filters for radar image processing",

abstract = "Novel robust algorithms using combined rank and M-estimations applicable to image and signal processing are proposed. They are based on analysis of statistical characteristics of images and permit to enhance the quality of radar images by means of effective speckle suppression, impulsive noise removal and edge preservation. The advantages of these digital algorithms are demonstrated by simulated images and real data.",

keywords = "Image processing, M-filters, RM-filters, Rank filters",

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year = "1996",

doi = "10.1117/12.262896",

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AU - Ponomarev, Vladimir I.

AU - Pogrebnyak, Oleksiy B.

PY - 1996

Y1 - 1996

N2 - Novel robust algorithms using combined rank and M-estimations applicable to image and signal processing are proposed. They are based on analysis of statistical characteristics of images and permit to enhance the quality of radar images by means of effective speckle suppression, impulsive noise removal and edge preservation. The advantages of these digital algorithms are demonstrated by simulated images and real data.

AB - Novel robust algorithms using combined rank and M-estimations applicable to image and signal processing are proposed. They are based on analysis of statistical characteristics of images and permit to enhance the quality of radar images by means of effective speckle suppression, impulsive noise removal and edge preservation. The advantages of these digital algorithms are demonstrated by simulated images and real data.

KW - Image processing

KW - M-filters

KW - RM-filters

KW - Rank filters

UR - http://www.scopus.com/inward/record.url?scp=0001482204&partnerID=8YFLogxK

U2 - 10.1117/12.262896

DO - 10.1117/12.262896

M3 - Artículo de la conferencia

AN - SCOPUS:0001482204

SN - 0277-786X

VL - 2955

SP - 272

EP - 283

JO - Proceedings of SPIE - The International Society for Optical Engineering

JF - Proceedings of SPIE - The International Society for Optical Engineering

T2 - Image and Signal Processing for Remote Sensing III

Y2 - 23 September 1996 through 23 September 1996

ER -

Robust RM-filters for radar image processing

Abstract

Keywords

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