Accession Number : ADA302207
Title : Multiset Approach to Discrimination of Spatial Statistics,
Corporate Author : NAVAL SURFACE WARFARE CENTER DAHLGREN DIV VA
Personal Author(s) : Rogers, George W. ; Phiebe, Carey E.
PDF Url : ADA302207
Report Date : OCT 1995
Pagination or Media Count : 15
Abstract : The need to discriminate and classify spatial patterns is central to pattern recognition. The emergence of the field of computational statistics, made possible by recent advances in digital computing, has opened up a new way of approaching pattern recognition. In particular, it is no longer necessary to assume restrictive statistical models for spatially correlated data. It thus becomes important to develop model-free approaches to the description of spatial patterns. (AN)
Descriptors : *NONPARAMETRIC STATISTICS, *PATTERN RECOGNITION, *DISCRIMINATE ANALYSIS, MATHEMATICAL MODELS, IMAGE PROCESSING, SPATIAL DISTRIBUTION, COMPUTATIONS, MULTIVARIATE ANALYSIS, RANDOM VARIABLES, STATISTICAL INFERENCE, STATISTICAL DATA, PROBABILITY DENSITY FUNCTIONS, ESTIMATES, COVARIANCE, STATISTICAL PROCESSES, MAPPING(TRANSFORMATIONS).
Subject Categories : Statistics and Probability
Distribution Statement : APPROVED FOR PUBLIC RELEASE