视觉传达的多帧平面图像纹理细节增强算法

吉林大学学报(信息科学版) ›› 2023, Vol. 41 ›› Issue (2): 359-366.

视觉传达的多帧平面图像纹理细节增强算法

上官小雨¹ , 于跃波²

(1. 西北大学现代学院, 西安 710111; 2. 西安美术学院艺术教育学院, 西安 710065)

收稿日期:2022-06-10 出版日期:2023-04-13 发布日期:2023-04-17
作者简介:上官小雨(1993— ), 女, 西安人, 西北大学讲师, 主要从事艺术设计研究, ( Tel) 86-18220564651 ( E-mail) Sgxy22 @ 126. com
基金资助:
陕西省哲学社会科学重大理论与现实问题研究基金资助项目(2022ZD0716)

Algorithm of Texture Detail Enhancement for Multi-Frame Plane Image Based on Visual Communication

SHANGGUAN Xiaoyu¹ , YU Yuebo²

(1. College of Modern, Northwest University, Xi’an 710111, China; 2. School of Art Education, Xi’an Academy of Fine Arts, Xi’an 710065, China)

Received:2022-06-10 Online:2023-04-13 Published:2023-04-17

摘要/Abstract

摘要： 为提高多帧平面图像的高清度和质量, 提出基于视觉传达的多帧平面图像纹理细节增强算法。根据边缘网络(EdgeNet)算法消除多帧平面图像的噪声干扰, 同时强化图像边缘信息, 使用色彩映射方程补充图像色彩信息, 完成色彩校正, 保证视觉传达中色彩的准确率, 利用高斯模糊算法提取图像高频信息, 通过插值处理得到超分辨率多帧平面图像, 经过加窗运算合成超分辨率多帧平面图像, 完成多帧平面图像的纹理增强。实验结果表明, 采用所提算法的图像纹理细节增强处理的图像更高清、图像质量更佳。

关键词: EdgeNet 算法去噪, 色彩映射方程, 色彩校正, 图像插值算法

Abstract: In order to improve the high definition of multi frame plane image and improve the quality of multi frame plane image, an detail enhancement algorithm of multi frame plane image texture based on visual communication is proposed. According to egdnet algorithm, the noise interference of multi frame plane image, strengthen the image edge information, supplement the image color information with color mapping equation is eliminated, completing color correction and ensuring the accuracy of color in visual communication. The image high-frequency information is extracted with Gaussian fuzzy algorithm, the super-resolution multi frame plane image is obtained through interpolation, and the super-resolution multi frame plane image is synthesized through windowing operation. And the texture detail enhancement of multi frame plane image is accomplished. The experimental results show that the image texture detail enhancement has higher definition and better image quality.

Key words: EdgeNet algorithm denoising')">

EdgeNet algorithm denoising, color mapping equation, color correction, image interpolation algorithm

中图分类号:

TP391. 41

上官小雨, 于跃波 . 视觉传达的多帧平面图像纹理细节增强算法[J]. 吉林大学学报(信息科学版), 2023, 41(2): 359-366.

SHANGGUAN Xiaoyu , YU Yuebo . Algorithm of Texture Detail Enhancement for Multi-Frame Plane Image Based on Visual Communication[J]. Journal of Jilin University (Information Science Edition), 2023, 41(2): 359-366.