Modified histogram equalization based on the partitioned dynamic range

Shen-Chuan Tai, Chia Ying Chang, Yi Shan Lin, Yu Yi Liao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Contrast enhancement algorithms have been designed to conform the contrast to human visual perception. Histogram Equalization (HE) is widely used for contrast enhancement, but the problem is over-enhancement, washed out, and detail loss for some parts of the processed image when the discontinuous histogram. Modified histogram equalization based on the partitioned dynamic range was proposed in this paper which to solve the problems of HE. We propose a method which combines the Probability Density Function (PDF) and the Range Distribution Function (RDF). PDF aimed at keeping the characteristic of the original image and the RDF aimed for reducing the devastating effect of the equalization.

Original languageEnglish
Title of host publicationDigest of Technical Papers - IEEE International Conference on Consumer Electronics
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages107-108
Number of pages2
ISBN (Electronic)9781479938308
DOIs
Publication statusPublished - 2014 Sep 18
Event1st IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2014 - Taipei, Taiwan
Duration: 2014 May 262014 May 28

Publication series

NameDigest of Technical Papers - IEEE International Conference on Consumer Electronics
ISSN (Print)0747-668X

Other

Other1st IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2014
CountryTaiwan
CityTaipei
Period14-05-2614-05-28

Fingerprint

Probability density function
Distribution functions

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Industrial and Manufacturing Engineering

Cite this

Tai, S-C., Chang, C. Y., Lin, Y. S., & Liao, Y. Y. (2014). Modified histogram equalization based on the partitioned dynamic range. In Digest of Technical Papers - IEEE International Conference on Consumer Electronics (pp. 107-108). [6904007] (Digest of Technical Papers - IEEE International Conference on Consumer Electronics). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCE-TW.2014.6904007
Tai, Shen-Chuan ; Chang, Chia Ying ; Lin, Yi Shan ; Liao, Yu Yi. / Modified histogram equalization based on the partitioned dynamic range. Digest of Technical Papers - IEEE International Conference on Consumer Electronics. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 107-108 (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).
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abstract = "Contrast enhancement algorithms have been designed to conform the contrast to human visual perception. Histogram Equalization (HE) is widely used for contrast enhancement, but the problem is over-enhancement, washed out, and detail loss for some parts of the processed image when the discontinuous histogram. Modified histogram equalization based on the partitioned dynamic range was proposed in this paper which to solve the problems of HE. We propose a method which combines the Probability Density Function (PDF) and the Range Distribution Function (RDF). PDF aimed at keeping the characteristic of the original image and the RDF aimed for reducing the devastating effect of the equalization.",
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Tai, S-C, Chang, CY, Lin, YS & Liao, YY 2014, Modified histogram equalization based on the partitioned dynamic range. in Digest of Technical Papers - IEEE International Conference on Consumer Electronics., 6904007, Digest of Technical Papers - IEEE International Conference on Consumer Electronics, Institute of Electrical and Electronics Engineers Inc., pp. 107-108, 1st IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2014, Taipei, Taiwan, 14-05-26. https://doi.org/10.1109/ICCE-TW.2014.6904007

Modified histogram equalization based on the partitioned dynamic range. / Tai, Shen-Chuan; Chang, Chia Ying; Lin, Yi Shan; Liao, Yu Yi.

Digest of Technical Papers - IEEE International Conference on Consumer Electronics. Institute of Electrical and Electronics Engineers Inc., 2014. p. 107-108 6904007 (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AB - Contrast enhancement algorithms have been designed to conform the contrast to human visual perception. Histogram Equalization (HE) is widely used for contrast enhancement, but the problem is over-enhancement, washed out, and detail loss for some parts of the processed image when the discontinuous histogram. Modified histogram equalization based on the partitioned dynamic range was proposed in this paper which to solve the problems of HE. We propose a method which combines the Probability Density Function (PDF) and the Range Distribution Function (RDF). PDF aimed at keeping the characteristic of the original image and the RDF aimed for reducing the devastating effect of the equalization.

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Tai S-C, Chang CY, Lin YS, Liao YY. Modified histogram equalization based on the partitioned dynamic range. In Digest of Technical Papers - IEEE International Conference on Consumer Electronics. Institute of Electrical and Electronics Engineers Inc. 2014. p. 107-108. 6904007. (Digest of Technical Papers - IEEE International Conference on Consumer Electronics). https://doi.org/10.1109/ICCE-TW.2014.6904007