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 12 条
  • [1] THE LAPLACIAN PYRAMID AS A COMPACT IMAGE CODE
    BURT, PJ
    ADELSON, EH
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 1983, 31 (04) : 532 - 540
  • [2] Luminosity and contrast normalization in retinal images
    Foracchia, M
    Grisan, E
    Ruggeri, A
    [J]. MEDICAL IMAGE ANALYSIS, 2005, 9 (03) : 179 - 190
  • [3] MULTISENSOR IMAGE FUSION USING THE WAVELET TRANSFORM
    LI, H
    MANJUNATH, BS
    MITRA, SK
    [J]. GRAPHICAL MODELS AND IMAGE PROCESSING, 1995, 57 (03): : 235 - 245
  • [4] LI ZH, 2003, J IMAGE GRAPHICS A, V8
  • [5] MACINTYRE B, 1994, PRACTICAL APPROACH C
  • [6] MARSHALL S, 1993, NONL DIG SIGN PROC 1
  • [7] Image fusion with additive multiresolution wavelet decomposition.: Applications to SPOT plus Landsat images
    Núñez, J
    Otazu, X
    Fors, O
    Prades, A
    Palà, V
    Arbiol, R
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1999, 16 (03): : 467 - 474
  • [8] Subjective tests for image fusion evaluation and objective metric validation
    Petrovic, Vladimir
    [J]. INFORMATION FUSION, 2007, 8 (02) : 208 - 216
  • [9] Piella G, 2003, 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS, P173
  • [10] Information measure for performance of image fusion
    Qu, GH
    Zhang, DL
    Yan, PF
    [J]. ELECTRONICS LETTERS, 2002, 38 (07) : 313 - 315
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