Fired Cartridge Case Identification Using Optical Images and the Congruent Matching Cells (CMC) Method
Author(s) -
Mingsi Tong,
John Song,
Wei Chu,
Robert M. Thompson
Publication year - 2014
Publication title -
journal of research of the national institute of standards and technology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.202
H-Index - 59
eISSN - 2165-7254
pISSN - 1044-677X
DOI - 10.6028/jres.119.023
Subject(s) - matching (statistics) , artificial intelligence , nist , identification (biology) , computer science , grayscale , intensity (physics) , cartridge , pattern recognition (psychology) , computer vision , face (sociological concept) , correlation , set (abstract data type) , cross correlation , image (mathematics) , optics , mathematics , physics , statistics , materials science , speech recognition , geometry , social science , botany , sociology , metallurgy , biology , programming language
The Congruent Matching Cells (CMC) method for ballistics identification was invented at the National Institute of Standards and Technology (NIST). The CMC method is based on the correlation of pairs of small correlation cells instead of the correlation of entire images. Four identification parameters - T CCF, T θ, T x and T y are proposed for identifying correlated cell pairs originating from the same firearm. The correlation conclusion (matching or non-matching) is determined by whether the number of CMC is ≥ 6. This method has been previously validated using a set of 780 pair-wise 3D topography images. However, most ballistic images stored in current local and national databases are in an optical intensity (grayscale) format. As a result, the reliability of applying the CMC method on optical intensity images is an important issue. In this paper, optical intensity images of breech face impressions captured on the same set of 40 cartridge cases are correlated and analyzed for the validation test of CMC method using optical images. This includes correlations of 63 pairs of matching images and 717 pairs of non-matching images under top ring lighting. Tests of the method do not produce any false identification (false positive) or false exclusion (false negative) results, which support the CMC method and the proposed identification criterion, C = 6, for firearm breech face identifications using optical intensity images.
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