Application of Image Style Transfer Technology in Interior Decoration Design Based on Ecological Environment

Author:

Liu Shan1ORCID,Bo Yun1,Huang Lingling2

Affiliation:

1. Design Art College, Xijing University, Xi’an Shaanxi 710123, China

2. Public Art Department, Xi’an Academy of Fine Arts, Xi’an Shaanxi 710065, China

Abstract

With the further development of the social economy, people pay more attention to spiritual and cultural needs. As the main place of people’s daily life, the family is very important to the creation of its cultural atmosphere. In fact, China has fully entered the era of interior decoration, and people are paying more and more attention to decorative effects and the comfort and individual characteristics of decoration. Therefore, it is of practical significance to develop the application of decorative art in interior space design. However, the transfer effect of current interior decoration art design tends to be artistic, which leads to image distortion, and image content transfer errors are easy to occur in the process of transfer. The application of image style transfer in interior decoration art can effectively solve such problems. This paper analyzes the basic theory of image style transfer through image style transfer technology, Gram matrix, and Poisson image editing technology and designs images from several aspects such as image segmentation, content loss, enhanced style loss, and Poisson image editing constrained image spatial gradient. The application process of style transfer in interior decoration art realizes the application of image style transfer in interior decoration art. The experimental results show that the application of image style transmission in interior decoration art design can effectively avoid the contents of the interior decoration errors and distortions and has a good style transfer effect.

Funder

Education Department of Shaanxi Province

Publisher

Hindawi Limited

Subject

Electrical and Electronic Engineering,Instrumentation,Control and Systems Engineering

Reference24 articles.

1. Algorithms for graphics and image processing;R. M. Mcelhaney;Proceedings of the IEEE,1982

2. A New Generation of the IMAGIC Image Processing System

3. Axioms and fundamental equations of image processing

4. An introduction to digital image processing

5. Recent satellite technologies for soil salinity assessment with special focus on Mediterranean countries;T. Gorji;Fresenius Environmental Bulletin,2017

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