A novel similarity based quality metric for image fusion

被引：58
|
作者：
Li, Shanshan [1 ]
Hong, Richang [1 ]
Wu, Xiuqing [1 ]
机构：
[1] Univ Sci & Technol China, EEIS Dept, Hefei, Peoples R China
来源：
2008 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING, VOLS 1 AND 2, PROCEEDINGS | 2008年
关键词：
D O I：
10.1109/ICALIP.2008.4589989
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new objective non-reference quality metric for the performance of pixel level image fusion is proposed in this paper. The novel metric employs a luminance model that is widely used in visual psychophysics and a new contrast model which correlates better with human visual sensitivity to calculate the similarity between fused image and the sources. Experiments show that the metric is effective and compliant with subjective evaluations compared with other metrics.
引用
收藏
页码：167 / 172
页数：6
相关论文
共 50 条
  • [41] A FUSION-BASED BLIND IMAGE QUALITY METRIC FOR BLURRED STEREOSCOPIC IMAGES
    Chetouani, Aladine
    2017 3RD INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SIGNAL AND IMAGE PROCESSING (ATSIP), 2017, : 373 - 377
  • [42] A New Image Quality Metric Using Edge and Structure Similarity
    Liu, Junyao
    Zhang, Pingan
    Wang, Huijing
    2011 INTERNATIONAL CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND AUTOMATION (CCCA 2011), VOL I, 2010, : 116 - 119
  • [43] A Perceptual Quality Metric for Performance Evaluation of Image Fusion
    Jian, Muwei
    Ma, Ping
    Jia, Jianfeng
    IITSI 2009: SECOND INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY AND SECURITY INFORMATICS, 2009, : 148 - +
  • [44] Image similarity metric (ISIM): a reduced reference image quality assessment approach
    Vikrant Bhateja
    Aseem Kalsi
    Aastha Srivastava
    CSI Transactions on ICT, 2015, 3 (1) : 1 - 11
  • [45] Novel Image Similarity Metric for Evaluating Denoising and Restoration Techniques
    Ciobanu, Adrian
    Barbu, Tudor
    Nita, Cristina
    2017 IEEE INTERNATIONAL CONFERENCE ON E-HEALTH AND BIOENGINEERING CONFERENCE (EHB), 2017, : 470 - 473
  • [46] A new image quality metric for image fusion: The sum of the correlations of differences
    Aslantas, V.
    Bendes, E.
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2015, 69 (12) : 160 - 166
  • [47] Novel Air Quality Measure Method Based on Image Blur Metric
    Sun, Likang
    THIRTEENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2021), 2021, 11878
  • [48] A novel metric for performance evaluation of image fusion algorithms
    Cvejic, N
    Loza, A
    Bull, D
    Canagarajah, N
    ENFORMATIKA, VOL 7: IEC 2005 PROCEEDINGS, 2005, : 80 - 85
  • [49] A Novel Metric for Performance Evaluation of Image Fusion Algorithms
    Cvejic, Nedeljko
    Loza, Artur
    Bull, David
    Canagarajah, Nishan
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 7, 2005, 7 : 80 - 85
  • [50] Full Reference Image Quality Metric for Stereo Images Based on Cyclopean Image Computation and Neural Fusion
    Chetouani, Aladine
    2014 IEEE VISUAL COMMUNICATIONS AND IMAGE PROCESSING CONFERENCE, 2014, : 109 - 112
12345