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Applications of artificial intelligence and machine learning in image processing.

Authors :
Pingyuan Xu
Jinyuan Wang
Yu Jiang
Xiangbing Gong
Source :
Frontiers in Materials; 2024, p1-15, 15p
Publication Year :
2024

Abstract

Introduction: With the rapid development of artificial intelligence and machine learning technology, image processing technology based on artificial intelligence and machine learning has been applied in various fields, which effectively solves the multi-classification problem of similar targets in traditional image processing technology. Methods: This paper summarizes the various algorithms of artificial intelligence and machine learning in image processing, the development process of neural network model, the principle of model and the advantages and disadvantages of different algorithms, and introduces the specific application of image processing technology based on these algorithms in different scientific research fields. Results And Discussion: The application of artificial intelligence and machine learning in image processing is summarized and prospected, in order to provide some reference for researchers who used artificial intelligence and machine learning for image processing in different fields. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
22968016
Database :
Complementary Index
Journal :
Frontiers in Materials
Publication Type :
Academic Journal
Accession number :
180542687
Full Text :
https://doi.org/10.3389/fmats.2024.1431179