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Use of the K-distribution for classification of breast masses

Ultrasound in Medicine & Biology, 2000
The K-distribution had been introduced as a valid model to represent the statistics of the envelope of the backscattered echo from phantom and tissue. This paper investigates the efficacy of the parameters of this statistical model; namely, the effective number and the effective cross-section, to characterize breast lesions as benign or malignant ...
P M, Shankar   +6 more
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Estimation of texture parameters in K-distributed clutter

IEE Proceedings - Radar, Sonar and Navigation, 1994
The authors analyse some of the problems associated with estimating the order parameter of K-distributed high-resolution radar clutter. They identify the cause of these problems to be the nonlinear inversion of various texture measures to the order parameter of the texture. Accordingly, they propose a reciprocal parameter to describe the order.
LOMBARDO, Pierfrancesco, C. J. Oliver
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Effects of foliage on the formation of K-distributed SAR imagery

Signal Processing, 1999
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
GINI, FULVIO   +2 more
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On the statistics of K-distributed noise

Journal of Physics A: Mathematical and General, 1980
When the number of steps in a random walk varies, the distribution of the resultant vector components in the limit of large mean step number may be non-Gaussian. The statistics and temporal correlation properties of one class of such non-Gaussian limit distributions are derived and some of its potential applications are reviewed briefly.
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Calculating the K-distribution by saddlepoint integration

IEE Proceedings - Radar, Sonar and Navigation, 1995
An important probability distribution for modelling non-Gaussian phenomenon is the K-distribution. Because of its widespread use in radar and underwater acoustics, a method for calculating the distribution is required which is both easy and efficient.
S.D. Gordon, J.A. Ritcey
openaire   +1 more source

Signal excess in K -distributed reverberation

IEEE Journal of Oceanic Engineering, 2003
Active sonar systems have recently been developed using larger arrays and broad-band sources to counter the detrimental effects of reverberation in shallow-water operational areas. Increasing array size and transmit waveform bandwidth improve the signal-to-noise ratio-and-reverberation power ratio (SNR) after matched filtering and beamforming by ...
D.A. Abraham, A.P. Lyons
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Bootstrapped K-Distribution Parameter Estimation

OCEANS 2006, 2006
Parameter estimation for the K distribution is an essential part of the statistical analysis of non-Rayleigh sonar reverberation and clutter for performance prediction, estimation of scattering properties, and for use in signal and information processing algorithms.
Douglas A. Abraham, Anthony P. Lyons
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STAP performance in K-distributed clutter

2010 IEEE Radar Conference, 2010
We investigate the impact of heterogeneous clutter on STAP performance. The K-distribution is a good fit for many clutter scenes of interest and will be the main focus of this paper. We introduce a cell-based model that can simulate realistic spikiness of heterogeneous clutter, allowing us to empirically measure the losses in detection performance.
Jeong Hwan Bang   +2 more
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Applicability of the K distribution to RADARSAT maritime imagery

IEEE International IEEE International IEEE International Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004, 2004
Estimators of K distribution parameters are reviewed. On the basis of a chi2-test, 12 RADARSAT images (Standard, Wide and ScanSAR) are found to be rather well described by a K distribution; however, their false alarm rate is an order too high.
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Homodyned-K Distribution With Additive Gaussian Noise

IEEE Transactions on Aerospace and Electronic Systems, 2019
The homodyned-K (HK) distribution is a three-parameter density function used to study mixed-species radar and ultrasound scattering phenomena. We analyze the distribution that results from corrupting the HK with additive Gaussian noise (HKN). This modification enables analytic study of the HK in the presence of system thermal noise in radar and ...
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