Fusion of images on affine sampling grids

被引:15
作者
Granrath, D [1 ]
Lersch, J [1 ]
机构
[1] Sci Applicat Int Corp, Tucson, AZ 85711 USA
来源
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION | 1998年 / 15卷 / 04期
关键词
D O I
10.1364/JOSAA.15.000791
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We present a method for combining multiple images of a common object assuming two-dimensional (2D) affine transformations between the image sampling grids. Our method is based upon the projection-onto-convex-sets approach of Yeh and Stark [J. Opt. Soc. Am. A 7, 491 (1990)]. Each image frame constitutes a single projection in our approach. We derive a frame projection algorithm under the 2D affine transform assumption that uses one-dimensional fast Fourier transform operations. We demonstrate that all the parameters required for successful image fusion can be estimated with sufficient accuracy from the image data proper. Four 64 x 64-pixel images taken by the Galileo Orbiter spacecraft of the asteroid Gaspra were fused to produce a result with twice the sampling rate and significantly improved spatial resolution. The total processing time was 55 s on a single-processor workstation. (C) 1998 Optical Society of America.
引用
收藏
页码:791 / 801
页数:11
相关论文
共 20 条
[1]   THE FRACTIONAL FOURIER-TRANSFORM AND APPLICATIONS [J].
BAILEY, DH ;
SWARZTRAUBER, PN .
SIAM REVIEW, 1991, 33 (03) :389-404
[2]   CLASS OF ALGORITHMS FOR FAST DIGITAL IMAGE REGISTRATION [J].
BARNEA, DI ;
SILVERMAN, HF .
IEEE TRANSACTIONS ON COMPUTERS, 1972, C 21 (02) :179-+
[3]   LINEAR FILTERING APPROACH TO COMPUTATION OF DISCRETE FOURIER TRANSFORM [J].
BLUESTEIN, LI .
IEEE TRANSACTIONS ON AUDIO AND ELECTROACOUSTICS, 1970, AU18 (04) :451-+
[4]  
Cheeseman P., 1994, FIA9412 NASA
[5]   ANALYSIS OF ERROR IN RECONSTRUCTION OF TWO-DIMENSIONAL SIGNALS FROM IRREGULARLY SPACED SAMPLES [J].
CHEN, DS ;
ALLEBACH, JP .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1987, 35 (02) :173-180
[6]  
DECASTRO E, 1987, IEEE T PATTERN ANAL, V9, P70
[7]  
Gubin LC., 1967, USSR Comput. Math. Math. Phys, V7, P1, DOI [DOI 10.1016/0041-5553(67)90113-9, 10.1016/0041-5553(67)90113-9]
[8]   IMPROVING RESOLUTION BY IMAGE REGISTRATION [J].
IRANI, M ;
PELEG, S .
CVGIP-GRAPHICAL MODELS AND IMAGE PROCESSING, 1991, 53 (03) :231-239
[9]  
JACQUEMOD G, 1992, SIGNAL PROCESS, V26, P39
[10]   RECURSIVE RECONSTRUCTION OF HIGH-RESOLUTION IMAGE FROM NOISY UNDERSAMPLED MULTIFRAMES [J].
KIM, SP ;
BOSE, NK ;
VALENZUELA, HM .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1990, 38 (06) :1013-1027