DocumentCode
1244950
Title
Signal-to-noise ratio and autocorrelation function of the image intensity in coherent systems. Sub-Rayleigh and super-Rayleigh conditions
Author
Corsini, Giovanni ; Mossa, Antonio ; Verrazzani, Lucio
Author_Institution
Dipartimento di Inf. Eng., Pisa Univ., Italy
Volume
5
Issue
1
fYear
1996
fDate
1/1/1996 12:00:00 AM
Firstpage
132
Lastpage
141
Abstract
This paper is devoted to developing a scattering model for coherent imaging systems. It describes the statistical properties of the image intensity due to the distribution of scatterers on a subresolution scale. The roughness of the scatterers´ strength, the randomness of the spatial architecture, and the birth-death process of the scattering centers are considered. Two parameters of the image intensity are examined for the characterization of the scattering medium: 1) the signal-to-noise ratio (SNR), which permits the distinguishing of sub-Rayleigh (SNR<1) from super-Rayleigh (SNR>1) conditions and 2) the correlation coefficient. These parameters permit the estimation of the roughness and randomness degrees of the structure. The model is then extended to account for specular effects and applied to sea clutter. A quantitative treatment of the spatial and temporal correlation characteristics, based on a physical understanding of the underlying process, is derived. Experimental results are presented to validate the model
Keywords
Rayleigh scattering; coherence; image processing; radar clutter; radar cross-sections; random processes; scattering; speckle; autocorrelation function; birth-death process; characterization; coherent imaging systems; coherent systems; correlation coefficient; image intensity; radar; roughness; scattering centers; scattering model; sea clutter; signal-to-noise ratio; spatial architecture randomness; specular effects; statistical properties; sub-Rayleigh conditions; subresolution scale; super-Rayleigh conditions; Acoustic scattering; Autocorrelation; Image resolution; Optical imaging; Optical noise; Optical scattering; Radar scattering; Rayleigh scattering; Signal to noise ratio; Speckle;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/83.481677
Filename
481677
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