无参考图像质量评价综述

王志明 - 自动化学报, 2015 - aas.net.cn
图像质量对人类视觉信息的获取影响很大, 如何在没有参考图像的情况下准确地评价失真图像的
质量是一个关键但又非常困难的问题. 本文回顾了近20 年来无参考图像质量评价发展的主要 …

[PDF][PDF] 基于参数估计的无参考型图像质量评价算法

南栋, 毕笃彦, 查宇飞, 张泽, 李权合 - 电子与信息学报, 2013 - edit.jeit.ac.cn
针对现有客观图像质量评价算法通用性差及人类主观感知相关性弱等问题,
该文提出一种基于参数估计的无参考型图像质量评价算法. 该算法通过分析图像本身所蕴含的 …

[HTML][HTML] 无参考图像质量评价研究进展

方玉明, 眭相杰, 鄢杰斌刘学林, 黄丽萍 - 2021 - cjig.cn
摘要图像质量评价一直是图像处理和计算机视觉领域的一个基础问题, 图像质量评价模型也广泛
应用于图像/视频编码, 超分辨率重建和图像/视频视觉质量增强等相关领域 …

A no reference image quality assessment metric based on visual perception

Y Fu, S Wang - Algorithms, 2016 - mdpi.com
Nowadays, how to evaluate image quality reasonably is a basic and challenging problem. In
view of the present no reference evaluation methods, they cannot reflect the human visual …

[HTML][HTML] 图像质量评价方法研究进展

蒋刚毅, 黄大江, 王旭, 郁梅 - 电子与信息学报, 2010 - jeit.ac.cn
图像质量评价是图像处理领域的研究热点. 该文综合论述了图像质量的主观和客观评价方法,
重点阐述了单视点图像质量的客观评价方法. 对目前比较常用的峰值信噪比和均方误差全参考 …

No-reference image quality assessment based on log-derivative statistics of natural scenes

Y Zhang, DM Chandler - Journal of Electronic Imaging, 2013 - spiedigitallibrary.org
We propose an efficient blind/no-reference image quality assessment algorithm using a log-
derivative statistical model of natural scenes. Our method, called DErivative Statistics-based …

A statistical evaluation of recent full reference image quality assessment algorithms

HR Sheikh, MF Sabir, AC Bovik - IEEE Transactions on image …, 2006 - ieeexplore.ieee.org
Measurement of visual quality is of fundamental importance for numerous image and video
processing applications, where the goal of quality assessment (QA) algorithms is to …

A no-reference image quality assessment method based on parameter estimation

D Nan, DY Bi, YF Cha, Z Zhang, QH Li - 电子与信息学报, 2013 - jeit.ac.cn
Due to lack of adaptability to assess objective image quality and poor correlation between
the existing assessment methods and subjective human perception, a no-reference image …

Non-distortion-specific no-reference image quality assessment: A survey

RA Manap, L Shao - Information Sciences, 2015 - Elsevier
Over the last two decades, there has been a surge of interest in the research of image
quality assessment due to its wide applicability to many domains. In general, the aim of …

[PDF][PDF] 基于RGB 色彩空间自然场景统计的无参考图像质量评价

李俊峰 - 自动化学报, 2015 - aas.net.cn
摘要RGB 色彩空间中各色彩分量间存在强相关性, 图像发生失真会改变各分量间的相关性.
基于此, 本文提出了一种新的通用无参考图像质量评价方法. 首先, 根据人类视觉对RGB …