3-D histogram modification of color images

Phillip A. Mlsna, Qiang Zhang, Jeffrey J. Rodriguez

Research output: Contribution to conferencePaper

Abstract

While histogram modification has traditionally been used for the enhancement of color images, it has usually been restricted to processing the luminance component and, in some cases, the saturation. Reducing the problem's dimensionality in this manner generally sacrifices the ability to make full use of the color space gamut. Presented here are two novel color image contrast enhancement approaches which operate in three dimensions and aim for full gamut utilization. One is an extension of the histogram explosion algorithm to operate in CIELUV color space, intended to produce perceptually improved results compared to the original RGB method. The other is a new and very efficient recursive method, 'histogram decimation,' whose output is roughly similar to that of the RGB histogram explosion algorithm. Both algorithms are briefly discussed along with their major characteristics. A direct comparison follows, based on processing a set of standard test images. The performance analysis quantitatively compares the computation time and the mean-squared error in the cdf vs. an ideal, uniform distribution.

Original languageEnglish (US)
Pages1015-1018
Number of pages4
StatePublished - Dec 1 1996
EventProceedings of the 1996 IEEE International Conference on Image Processing, ICIP'96. Part 2 (of 3) - Lausanne, Switz
Duration: Sep 16 1996Sep 19 1996

Other

OtherProceedings of the 1996 IEEE International Conference on Image Processing, ICIP'96. Part 2 (of 3)
CityLausanne, Switz
Period9/16/969/19/96

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ASJC Scopus subject areas

  • Hardware and Architecture
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering

Cite this

Mlsna, P. A., Zhang, Q., & Rodriguez, J. J. (1996). 3-D histogram modification of color images. 1015-1018. Paper presented at Proceedings of the 1996 IEEE International Conference on Image Processing, ICIP'96. Part 2 (of 3), Lausanne, Switz, .