激光与光电子学进展, 2011, 48 (6): 061001, 网络出版: 2011-05-20
基于亮度和对比度模型的图像融合质量评估标准
A Novel Quality Metric Based on Luminance and Contrast Model for Image Fusion
图像处理 图像融合质量评估 结构相似度标准 亮度 对比度 image processing object performance evaluation for image fusion structure similarity index measure luminance contrast
摘要
针对图像融合质量客观评估问题中,结构相似度标准的视觉模型过于简化视觉特性的缺陷,引入新的亮度和对比度模型,提出一种新的图像融合质量评估标准。实验证明,新的评估标准更能反映人的视觉感知与电脑显示硬件的特性,与人的视觉感知标准更为接近。
Abstract
In the objective quantitative evaluation without ideal image for different image fusion schemes, the vision model of structure similarity index measure metric oversimplifies the characteristic of vision perception and does not consist with monitor properties. We employ new luminance and contrast model and design a new image fusion performance evaluation metric. The experiments prove that the new metric takes more environment influence and monitor properties into account and better compliant with subjective evaluation.
李珊珊, 王琦, 冯兴乐. 基于亮度和对比度模型的图像融合质量评估标准[J]. 激光与光电子学进展, 2011, 48(6): 061001. Li Shanshan, Wang Qi, Feng Xingle. A Novel Quality Metric Based on Luminance and Contrast Model for Image Fusion[J]. Laser & Optoelectronics Progress, 2011, 48(6): 061001.