Different focus points images fusion based on wavelet decomposition

A new technique is developed for the data fusion of two images. Two spatially registered images with differing focus points are fused by deciding clear objects. At first, an impulse function is defined to describe the image quality of an object. Then the clear region is decided by analyze the wavelet decomposition components of two primary images and two blurred images. The results of the comparison show this method performing better in preserving edge information for the test images than that of other image fusion methods.

[1]  Nebiye Musaoglu,et al.  Merging multiresolution SPOT P and Landsat TM data: the effects and advantages , 1998 .

[2]  D. Yocky Image merging and data fusion by means of the discrete two-dimensional wavelet transform , 1995 .

[3]  Xavier Otazu,et al.  Image fusion with additive multiresolution wavelet decomposition. Applications to SPOT+Landsat images , 1999 .

[4]  Nelson D. A. Mascarenhas,et al.  Multispectral image data fusion under a Bayesian approach , 1996 .

[5]  Bassel Solaiman,et al.  Multisensor data fusion using fuzzy concepts: application to land-cover classification using ERS-1/JERS-1 SAR composites , 1999, IEEE Trans. Geosci. Remote. Sens..

[6]  Anil K. Jain,et al.  Multisource classification of remotely sensed data: fusion of Landsat TM and SAR images , 1994, IEEE Trans. Geosci. Remote. Sens..

[7]  Stéphane Mallat,et al.  Multifrequency channel decompositions of images and wavelet models , 1989, IEEE Trans. Acoust. Speech Signal Process..

[8]  Marijke F. Augusteijn,et al.  Fusion of image classifications using Bayesian techniques with Markov random fields , 1999 .

[9]  J. L. van Genderen,et al.  Image fusion : issues, techniques and applications , 1994 .

[10]  D. L. Hall,et al.  Mathematical Techniques in Multisensor Data Fusion , 1992 .

[11]  Chang-qing Zhu,et al.  Study of remote sensing image texture analysis and classification using wavelet , 1998 .

[12]  E. Schetselaar Fusion by the IHS transform: Should we use cylindrical or spherical coordinates? , 1998 .

[13]  J. Zhou,et al.  A wavelet transform method to merge Landsat TM and SPOT panchromatic data , 1998 .

[14]  Leen-Kiat Soh,et al.  Segmentation of satellite imagery of natural scenes using data mining , 1999, IEEE Trans. Geosci. Remote. Sens..

[15]  Edward H. Adelson,et al.  The Laplacian Pyramid as a Compact Image Code , 1983, IEEE Trans. Commun..

[16]  W. J. Carper,et al.  The use of intensity-hue-saturation transformations for merging SPOT panchromatic and multispectral image data , 1990 .

[17]  Donald Fraser,et al.  Multisource data fusion with multiple self-organizing maps , 1999, IEEE Trans. Geosci. Remote. Sens..