Paper
21 February 1980 Image Registration Using Material Information
Firooz A. Sadjadi, Ernest L. Hall
Author Affiliations +
Abstract
In studying the performance of any matching technique for image registration it is important to select an appropriate reference image. In this paper a set of a priori probabilities of detection based on explicit information about the materials which surround the edges is used in a strategy for reference selection. This set of a priori probabilities of detection is obtained by finding the frequency of occurence of material edges. The correlation results for three edges, each belonging to a different material class, are presented. The results of two criteria for optimum reference selection, namely the Neyman-Pearson and the ideal observer, are used to show that the best choice appears to be a compromise. This minimizes the total probability of error while giving a higher probability of correct acquisition for a fixed probability of false alarm.
© (1980) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Firooz A. Sadjadi and Ernest L. Hall "Image Registration Using Material Information", Proc. SPIE 0205, Image Understanding Systems II, (21 February 1980); https://doi.org/10.1117/12.958173
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Cited by 1 scholarly publication.
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KEYWORDS
Image segmentation

Image registration

Image sensors

Sensors

Distortion

Correlation function

Image understanding

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