计算机工程2012，Vol.38Issue(3)：215-217,3.DOI:10.3969/j.issn.1000-3428.2012.03.072
基于TV与SSIM的图像质量评价方法
Image Quality Assessment Method Based on TV and SSIM
摘要
Abstract
This paper proposes an image quality assessment method based on Total VariationfTV) model and Structural Similarity(SSIM). It adds noises to distorted image to quantitatively determine, and gets the degraded image. It uses the self-adaptive TV denoising model and gets denoising image, then uses the SSIM method to make reference evaluation between the distorted image and denoising image. The results is the no reference evaluating indicator. It uses the standard testing images and the degraded images from the LIVE database to make evaluate experiment, the results show that the method can judge the quality of images without explicit knowledge of the reference images, and it is highly consistent to the result of human visual.关键词
图像质量评价/全变分/结构相似度/人眼视觉系统/图像去噪Key words
image quality assessment/ Total Variation(TV)/ Structural Similarity(SSIM)/ Human Visual System(HVS)/ image denoising分类
信息技术与安全科学引用本文复制引用
庞璐璐,李从利,罗军..基于TV与SSIM的图像质量评价方法[J].计算机工程,2012,38(3):215-217,3.基金项目
国家自然科学基金资助项目(40876095) （40876095）
