A Multiresolution Spline With Application to Image Mosaics 多分辨率图像融合
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资源说明:A Multiresolution Spline With Application to
Image Mosaics
PETER J. BURT and EDWARD H. ADELSON
RCA David Sarnoff Research Center
We define a multiresolution spline technique for combining two or more images into a larger image
mosaic. In this procedure, the images to be splined are first decomposed into a set of band-pass
filtered component images. Next, the component images in each spatial frequency hand are assembled
into a corresponding bandpass mosaic. In this step, component images are joined using a weighted
average within a transition zone which is proportional in size to the wave lengths represented in the
band. Finally, these band-pass mosaic images are summed to obtain the desired image mosaic. In this
way, the spline is matched to the scale of features within the images themselves. When coarse features
occur near borders, these are blended gradually over a relatively large distance without blurring or
otherwise degrading finer image details in the neighborhood of th e border.
Categories and Subject Descriptors: I.3.3 [Computer Graphics]: Picture/Image Generation; I.4.3
[Image Processing]: Enhancement
General Terms: Algorithms
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