摘要
为了更好地评价图像质量,在研究人眼视觉模型和人眼视觉特性的基础上,提出一种自顶向下的无参考图像客观质量评价方法。对待评价图像进行分块,并在每个色彩通道中对子块进行计算,输出平均视觉特性值,使评价模型既符合客观质量评价的优点,又兼顾人眼视觉感受,符合人眼主、客观一致性。选取美国TEXAS大学LIVE的图像数据库中图像的主观评价值对方法进行了实验证明,实验结果表明所提方法与主观评价取得了较好的一致性。
To better evaluate image quality,the authors proposed a top-down no-reference image objective quality evaluation method based on the research of human visual model and human visual characteristics.The new method divided the target image into segments and calculated every segment in different color channel,then output the average visual property values.It made evaluation model not only be consistent with the advantage of objective quality assessment,but also took into account the human visual experience.It was consistent with the objectivity and subjectivity of human eyes.The validated results of image subjective evaluation on database of TEXAS University of United States prove that the proposed method gets better consistency with subjective assessment.
出处
《计算机应用》
CSCD
北大核心
2012年第7期1882-1884,1889,共4页
journal of Computer Applications
关键词
视觉模型
视觉特性
主观质量评价
客观质量评价
visual model
visual characteristics
subjective quality assessment
objective quality assessment
