Accession Number : AD0746720
Title : Fourier Pattern Recognition Techniques Applied to Titanium Alloy Photomicrographs.
Descriptive Note : Master's thesis,
Corporate Author : AIR FORCE INST OF TECH WRIGHT-PATTERSON AFB OHIO SCHOOL OF ENGINEERING
Personal Author(s) : Perry,Graham L.
Report Date : MAY 1972
Pagination or Media Count : 77
Abstract : The properties of the Fourier Transforms of Titanium alloy photomicrographs are investigated. The characteristics of the discrete Fourier Transforms are outlined, and the principles of pattern recognition by spatial filtering and matched filter correlation are discussed. The technique of data preparation is described, and the results from both spatial filtering and correlation methods are presented and discussed. The conclusion is reached that texture patterns such as metal microstructure are too noisy for successful pattern recognition by spatial filtering, but matched filter correlation techniques show some promise for accurate measurement of defined object populations in noisy samples. (Author)
Descriptors : (*TITANIUM ALLOYS, METALLOGRAPHY), (*METALLOGRAPHY, *PHOTOINTERPRETATION), PHOTOMICROGRAPHY, MICROSTRUCTURE, PATTERN RECOGNITION, INTEGRAL TRANSFORMS, THESES
Subject Categories : Properties of Metals and Alloys
Distribution Statement : APPROVED FOR PUBLIC RELEASE