Information measure for performance of image fusion

被引:1064
作者
Qu, GH [1 ]
Zhang, DL [1 ]
Yan, PF [1 ]
机构
[1] Tsing Hua Univ, Dept Automat, Beijing 100084, Peoples R China
关键词
D O I
10.1049/el:20020212
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Mutual information is proposed as an information measure for evaluating image fusion performance. The proposed measure represents how much information is obtained from the input images. No assumption is made regarding the nature of the relation between the intensities in both input modalities. The results show that the measure is meaningful and explicit.
引用
收藏
页码:313 / 315
页数:3
相关论文
共 4 条
[1]   MULTISENSOR IMAGE FUSION USING THE WAVELET TRANSFORM [J].
LI, H ;
MANJUNATH, BS ;
MITRA, SK .
GRAPHICAL MODELS AND IMAGE PROCESSING, 1995, 57 (03) :235-245
[2]   A quantitative metric for comparison of night vision fusion algorithms [J].
Ulug, ME ;
McCullough, CL .
SENSOR FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS IV, 2000, 4051 :80-88
[3]  
Wald L, 1997, PHOTOGRAMM ENG REM S, V63, P691
[4]   Objective image fusion performance measure [J].
Xydeas, CS ;
Petrovic, V .
ELECTRONICS LETTERS, 2000, 36 (04) :308-309