Masters Theses

Date of Award

6-1986

Degree Type

Thesis

Degree Name

Master of Science

Major

Electrical Engineering

Major Professor

Donald W. Bouldin

Committee Members

Dragana Brzakovich, Robert Rochelle

Abstract

The purpose of this task was to provide the hardware and software requisite to implement an electronic radiographic workstation that would allow the suitability of both image processing techniques and imaging components to be evaluated as candidate solutions for Non-destructive evaluation requirements in an industrial environment. The workstation is based around the LSI-11/73 microcomputer and its Q-bus architecture and the single-user RT-11 operating system. An image processor and array processor have been integrated into the host computer system. Specific software was developed to provide a reasonable performance, low cost, workstation. Workstation features include expandable mass storage, hard copy image output, M Mbyte of accessible array storage on the host computer, direct frame buffer access to data by the array processor, continuous histogram display, and frame buffer arithmetic operations. As a culmination to this study, the workstation and image processing techniques are used as an automated solution to the problem of detecting and measuring foreign inclusions within a material before it is mechanically processed. The steps involved toward automating this inspection include the acquisition of the image, preprocessing the image, thresholding it with a global threshold, and locating and measuring the impurities. The preprocessing step is composed of a non-linear filtering algorithm that reduces the noise in the image and preserves the defect's edge information and a polynomial-fit-subtraction technique to eliminate a slowly varying background gradient present in the acquired images. These two techniques put the image data into a more suitable form to permit further automated processing. The effects of the processing step allows the area of 0.020 inch diameter test spheres to be measured within 2.5% by computer measurement.

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