Research on the Application of Computer Deep Learning in Image Processing

IOP Conference Series Materials Science and Engineering, vol. 782, pp. 042041

Abstract

Abstract 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.

Authors 3

1. Songchun Zhang

   Hunan University

   Affiliation as printed

   College of Electrical and Information Engineering, Hunan University, Changsha, Hunan, 410082

2. Zihao Zhang Aachen Computer Science Department

   RWTH Aachen University

   Affiliation as printed

   Computer Science Department, RWTH Aachen University, Aachen, Nordrhein-Westfalen, 52062

3. Juliao Qiu

   Guangdong Ocean University

   Affiliation as printed

   College of Ocean and Meteorology, Guangdong Ocean University, Zhanjiang, Guangdong, 524088