Open AccessResearch on the Application of Computer Deep Learning in Image Processing
Author(s) -
Songchun Zhang,
Zi-Hao Zhang,
Juliao Qiu
Publication year - 2020
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/782/4/042041
Subject(s) - deep learning , computer science , artificial intelligence , image processing , process (computing) , informatization , the internet , digital image processing , feature (linguistics) , image (mathematics) , machine learning , data science , multimedia , world wide web , linguistics , philosophy , operating system
The rapid development of Internet technology has made the whole society enter the era of big data. In recent years, the development trend of artificial intelligence and machine learning has also risen sharply. Informatization has become an important feature of the current era. As an indispensable common information carrier, images not only facilitate people’s communication, but also promote the development of deep learning processing image technology. Based on this, this paper analyzes the application of computer deep learning in image processing. Firstly, the deep learning is summarized, its concept and origin are briefly introduced, and then the technical classification, development process and processing purpose of image processing are expounded. Finally, the application of computer deep learning in four aspects is analyzed in detail in image recognition, image denoising, image classification and image enhancement, and it has certain significance for promoting the research and application of deep learning.