Fusion and merging of multispectral images with use of multiscale fundamental forms.

A new multispectral image wavelet representation is introduced, based on multiscale fundamental forms. This representation describes gradient information of multispectral images in a multiresolution framework. The representation is, in particular, extremely suited for fusion and merging of multispectral images. For fusion as well as for merging, a strategy is described. Experiments are performed on multispectral images, where Landsat Thematic Mapper images are fused and merged with SPOT Panchromatic images. The proposed techniques are compared with wavelet-based techniques described in the literature.

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

[2]  Aldo Cumani,et al.  Edge detection in multispectral images , 1991, CVGIP Graph. Model. Image Process..

[3]  Xavier Otazu,et al.  Multiresolution-based image fusion with additive wavelet decomposition , 1999, IEEE Trans. Geosci. Remote. Sens..

[4]  Christine Pohl,et al.  Multisensor image fusion in remote sensing: concepts, methods and applications , 1998 .

[5]  David A. Landgrebe,et al.  Analyzing high-dimensional multispectral data , 1993, IEEE Trans. Geosci. Remote. Sens..

[6]  M. E. Ulug,et al.  Quantitative metric for comparison of night vision fusion algorithms , 2000, SPIE Defense + Commercial Sensing.

[7]  L. Wald,et al.  Fusion of high spatial and spectral resolution images : The ARSIS concept and its implementation , 2000 .

[8]  D. M. Ryan,et al.  Night pilotage assessment of image fusion , 1995, Defense, Security, and Sensing.

[9]  William K. Krebs,et al.  An Evaluation of a Sensor Fusion System to Improve Drivers' Nighttime Detection of Road Hazards , 1999 .

[10]  Silvano Di Zenzo,et al.  A note on the gradient of a multi-image , 1986, Comput. Vis. Graph. Image Process..

[11]  Philip Perconti,et al.  Part task investigation of multispectral image fusion using gray scale and synthetic color night vision sensor imagery for helicopter pilotage , 1997 .

[12]  Arvid Lundervold,et al.  Multispectral analysis of the brain using magnetic resonance imaging , 1994, IEEE Trans. Medical Imaging.

[13]  B. Garguet-Duport,et al.  WaveMerg: a multiresolution software for merging SPOT panchromatic and SPOT multispectral data , 1997 .

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

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

[16]  Jason S. McCarley,et al.  Perceptual Ability with Real-World Nighttime Scenes: Image-Intensified, Infrared, and Fused-Color Imagery , 1999, Hum. Factors.

[17]  I. L. Thomas,et al.  Classification of remotely sensed images. , 1987 .

[18]  Chris Thompson,et al.  Far/near infrared adapted pyramid-based fusion for automotive night vision , 1997 .

[19]  Steven K. Rogers,et al.  Perceptual-based hyperspectral image fusion using multiresolution analysis , 1995 .

[20]  J. Chassery,et al.  The use of multiresolution analysis and wavelets transform for merging SPOT panchromatic and multisp , 1996 .

[21]  D. Yocky Multiresolution wavelet decomposition image merger of landsat thematic mapper and SPOT panchromatic data , 1996 .

[22]  Guillermo Sapiro,et al.  Anisotropic diffusion of multivalued images with applications to color filtering , 1996, IEEE Trans. Image Process..

[23]  Allen M. Waxman,et al.  Field evaluations of dual-band fusion for color night vision , 1999, Defense, Security, and Sensing.

[24]  Stéphane Mallat,et al.  Characterization of Signals from Multiscale Edges , 2011, IEEE Trans. Pattern Anal. Mach. Intell..

[25]  B. S. Manjunath,et al.  Multisensor Image Fusion Using the Wavelet Transform , 1995, CVGIP Graph. Model. Image Process..

[26]  W. K. Krebs,et al.  Scene Recognition with Infrared, Low-Light, and Sensor-Fused Imagery , 1999 .

[27]  Vladimir S. Petrovic,et al.  Objective pixel-level image fusion performance measure , 2000, SPIE Defense + Commercial Sensing.

[28]  Jake K. Aggarwal,et al.  Integrated Analysis of Thermal and Visual Images for Scene Interpretation , 1988, IEEE Trans. Pattern Anal. Mach. Intell..

[29]  Tian Pu,et al.  Contrast-based image fusion using the discrete wavelet transform , 2000 .

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

[31]  Luciano Alparone,et al.  Assessment of pyramid-based multisensor image data fusion , 1998, Remote Sensing.

[32]  Steven K. Rogers,et al.  Perceptual-based image fusion for hyperspectral data , 1997, IEEE Trans. Geosci. Remote. Sens..