Contrast enhancing image fusion using bilateral filters

Yuzuru Yoshitake, Kiichi Urahama

Research output: Contribution to journalArticle

Abstract

We propose a method for fusing multiple images into a single one. Our method is an extension of a technique for enhancing the contrast of a single image to multiple ones. First, we calculate the logarithm of pixel values in component images and smooth them using a bilateral filter. The smoothed image is the basic component and the difference between the original image and its basic component is the detailed component. We then compress the basic component and add it to the detailed component. Finally we recover the pixel values with an exponential function to obtain contrast-enhanced images. When adding detailed components together, we weigh both components according to their magnitude to preserve salient information in both component images. We tested this method with flash shot, multiple exposure. multiple focus, multiple light and multimodal medical images.

Original languageEnglish
Pages (from-to)1116-1121
Number of pages6
JournalKyokai Joho Imeji Zasshi/Journal of the Institute of Image Information and Television Engineers
Volume62
Issue number7
DOIs
Publication statusPublished - Jan 1 2008

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Image fusion
Pixels
Exponential functions

All Science Journal Classification (ASJC) codes

  • Media Technology
  • Computer Science Applications
  • Electrical and Electronic Engineering

Cite this

Contrast enhancing image fusion using bilateral filters. / Yoshitake, Yuzuru; Urahama, Kiichi.

In: Kyokai Joho Imeji Zasshi/Journal of the Institute of Image Information and Television Engineers, Vol. 62, No. 7, 01.01.2008, p. 1116-1121.

Research output: Contribution to journalArticle

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