8 March 1982 Optimal Performance Limits For Detection And Classification Algorithms
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Abstract
A system which accepts a two-dimensional scene as input and produces an image of the scene as output introduces degradations to the image which cause a loss of information about the original scene. A mathematical model is described which, under certain assumptions about the scene, the transformations and the noise sources, models the effects of these degradations on the original scene and on the ability of any algorithm to classify objects in the scene.
© (1982) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Carl A. Barlow, Carl A. Barlow, Martin Stern, Martin Stern, } "Optimal Performance Limits For Detection And Classification Algorithms", Proc. SPIE 0302, Infrared Technology for Target Detection and Classification, (8 March 1982); doi: 10.1117/12.932635; https://doi.org/10.1117/12.932635
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