摘要
考虑人眼主观评价在彩色融合图像质量评价中的重要作用,设计了52人的彩色融合图像质量主观评价实验。采用"目标背景的感知对比度","清晰度","颜色协调性","颜色自然感"4个单一评价指标以及"基于目标探测的图像感知质量","基于场景理解的图像感知质量"2个综合评价指标对绿地、海天和城镇3类典型场景、8种融合算法获得的240幅彩色融合图像进行了主观评价,并依此进行指标分值归整及相关性分析,建立了2个综合指标的预测模型。实验结果表明:彩色融合图像的"颜色协调性"和"颜色自然感"有较高的相关性;基于目标探测的图像感知质量可用"目标背景的感知对比度"和"清晰度"来描述,基于场景理解的图像感知质量可用"颜色协调性"和"清晰度"来描述。但是对于不同的场景,每个指标的影响效果不同,所以预测模型中的权重系数不同。
In consideration of the important role of human eye subjective evaluation in quality evaluation of color fusion images,a human eye subjective evaluation experiment by 52 people was designed.240 color fused images gotten by eight kinds of fusion algorithms in three typical scenarios of greenbelts,sea to sky and cities and towns were evaluated subjectively by designed single-evaluation indexes（the perceptual contrast between target and background,sharpness,color harmony and color naturalness）and two comprehensive-evaluation indexes（Perceptual Quality based on Scene Understanding,PQSU and Perceptual Quality based on Target Detectability,PQTD）.Then the subjective evaluation data gotten by 52 people for each index score and correlation analysis were carried out and two evaluation models were established.The results show that there is a high correlation between colorharmony and color naturalness.The PCTD can be described by the perceptual contrast between target and background and the sharpness and the PQSU can be described by color harmony and sharpness.But,for different scenarios and visual tasks,the weight of each evaluation index is different.
出处
《光学精密工程》
EI
CAS
CSCD
北大核心
2015年第12期3465-3471,共7页
Optics and Precision Engineering
基金
国家自然科学基金重点项目(No.61231014)
教育部博士学科点专项科研基金资助项目(No.20131101130002)
十二五总装重点预研项目(No.40405030302)
光电成像技术与系统教育部重点实验室开放基金资助项目(No.2013OEIOF01
No.2014OEIOF06)
关键词
彩色融合图像
主观评价
主观评价指标
综合指标预测模型
分值归整及相关性分析
color fused image
subjective evaluation
subjective evaluation index
comprehensive prediction model
score round and correlation analysis
