Medical Image Processing

4 Image Fusion Through Multiresolution Oversampled Decompositions

Murali Kalipindi

M. Madiajagan

Balasubramani S.

Abstract

Image fusion is a process of combining multiple input pixels into a single output image. In recent years, multiresolution oversampled decompositions have emerged as a powerful technique for image fusion. This approach involves decomposing the input images into multiple subbands at specific resolutions and then combining them to generate a high-quality fused image. The main achievement of this approach is the potential to preserve and enhance essential features from each input image, leading to a greater accurate and visually pleasing image fusion. Multiresolution oversampled decompositions work via decomposing the ...