A region-based multiresolution image fusion algorithm
Proceedings of the Fifth International Conference on Information Fusion. FUSION 2002. (IEEE Cat.No.02EX5997) - Tập 2 - Trang 1557-1564 vol.2
Tóm tắt
We propose a multiresolution fusion algorithm which combines aspects of region and pixel-based fusion. We use multiresolution decompositions to represent the input images at different scales, and introduce a multiresolution/multimodal segmentation to partition the image domain at these scales. The basic idea is to use this segmentation to guide the fusion process. A region-based multiresolution approach allows us to consider low-level as well as intermediate-level structures, and to impose data-dependent consistency constraints based on spatial, inter and intra-scale dependencies.
Từ khóa
#Image resolution #Image fusion #Signal resolution #Spatial resolution #Low pass filters #Image segmentation #Nonlinear filters #Mathematics #Computer science #PixelTài liệu tham khảo
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