Improving the criteria for quality assessment of image processing algorithms

D. V. Dubinin, A. I. Kochegurov, V. E. Geringer

Research output: Contribution to journalConference articlepeer-review

Abstract

Quality criteria are the essence of a measurement system. The goal of assessing the quality of software elements (algorithms) used for image processing is to ensure control of technical performance indicators of the system as a whole or its individual functional units under the reduction of costs associated with minimizing the loss function (tuning and debugging). The correct choice of individual metrics for the generalized quality indicator to solve tasks in a particular subject area is one of the key steps in system optimization. It ensures the most flexible approach to testing the developed software elements, identifying and eliminating their functional shortcomings. At the same time, we can say that in this way the generalized indicator of the entire system (its goal function) is optimized.

Original languageEnglish
Article number012011
JournalJournal of Physics: Conference Series
Volume1862
Issue number1
DOIs
Publication statusPublished - 7 Apr 2021
Event16th International Conference on Electronic Devices and Control Systems 2020, EDCS 2020 - Tomsk, Russian Federation
Duration: 18 Nov 202020 Nov 2020

ASJC Scopus subject areas

  • Physics and Astronomy(all)

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