Image fusion by using steerable pyramid

被引:145
作者
Liu, Z
Tsukada, K
Hanasaki, K
Ho, YK
Dai, YP
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Div Control & Instrumentat, Singapore 639798, Singapore
[2] Kyoto Univ, Grad Sch Engn, Dept Earth Resources Engn, Sakyo Ku, Kyoto 6068501, Japan
[3] Beijing Inst Technol, Dept Automat Control, Beijing 100081, Peoples R China
关键词
multi-resolution analysis; steerable pyramid; two-dimensional image fusion; feature extraction;
D O I
10.1016/S0167-8655(01)00047-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates a method for two-dimensional image fusion based on a novel multi-resolution transform called steerable pyramids. Such a transform combines the multi-scale decomposition with differential measurements, which is very useful for feature extraction. An iterative fusion scheme is introduced. (C) 2001 Published by Elsevier Science B.V.
引用
收藏
页码:929 / 939
页数:11
相关论文
共 18 条
[1]  
Adelson EH., 1984, RCA Engineer, V29, P33
[2]  
Burt P. J., 1993, [1993] Proceedings Fourth International Conference on Computer Vision, P173, DOI 10.1109/ICCV.1993.378222
[3]   THE LAPLACIAN PYRAMID AS A COMPACT IMAGE CODE [J].
BURT, PJ ;
ADELSON, EH .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1983, 31 (04) :532-540
[4]  
Chipman LJ, 1995, INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOLS I-III, pC248
[5]  
Freeman W. T., 1990, Proceedings. Third International Conference on Computer Vision (Cat. No.90CH2934-8), P406, DOI 10.1109/ICCV.1990.139562
[6]   THE DESIGN AND USE OF STEERABLE FILTERS [J].
FREEMAN, WT ;
ADELSON, EH .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1991, 13 (09) :891-906
[7]  
Koren I, 1995, INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOLS I-III, pC232
[8]   MULTISENSOR IMAGE FUSION USING THE WAVELET TRANSFORM [J].
LI, H ;
MANJUNATH, BS ;
MITRA, SK .
GRAPHICAL MODELS AND IMAGE PROCESSING, 1995, 57 (03) :235-245
[9]   Two-dimensional eddy current signal enhancement via multifrequency data fusion [J].
Liu, Z ;
Tsukada, K ;
Hanasaki, K ;
Kurisu, M .
RESEARCH IN NONDESTRUCTIVE EVALUATION, 1999, 11 (03) :165-177
[10]  
Rockinger O, 1997, INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL III, P288, DOI 10.1109/ICIP.1997.632093