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The Synthesis of the Optimal Decision Rule for Detecting an Object in a Joint Search and Detection of Objects by the Criterion of Maximum Likelihood

Hennadii Khudov

2020International Journal of Emerging Trends in Engineering Research17 citationsDOIOpen Access PDF

Abstract

The weighted criterion of optimality of object detection during joint optimization of search and detection in the current area of view is specified taking into account the differential characteristics of the average risk. An expression is obtained for the likelihood ratio in the current area of view. An example of calculating the weight coefficient when making two-alternative decisions is presented.

Topics & Concepts

Joint (building)Object (grammar)Artificial intelligenceComputer scienceObject detectionPattern recognition (psychology)Machine learningComputer visionEngineeringArchitectural engineeringAdvanced Measurement and Detection Methods