Power-constrained contrast enhancement for emissive displays based on histogram equalization

Chulwoo Lee, Chul Le, Young Yoon Lee, Chang-Su Kim

Research output: Contribution to journalArticle

77 Citations (Scopus)

Abstract

A power-constrained contrast-enhancement algorithm for emissive displays based on histogram equalization (HE) is proposed in this paper. We first propose a log-based histogram modification scheme to reduce overstretching artifacts of the conventional HE technique. Then, we develop a power-consumption model for emissive displays and formulate an objective function that consists of the histogram-equalizing term and the power term. By minimizing the objective function based on the convex optimization theory, the proposed algorithm achieves contrast enhancement and power saving simultaneously. Moreover, we extend the proposed algorithm to enhance video sequences, as well as still images. Simulation results demonstrate that the proposed algorithm can reduce power consumption significantly while improving image contrast and perceptual quality.

Original languageEnglish
Article number5873151
Pages (from-to)80-93
Number of pages14
JournalIEEE Transactions on Image Processing
Volume21
Issue number1
DOIs
Publication statusPublished - 2012 Jan 1

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Display devices
Electric power utilization
Convex optimization
Artifacts

Keywords

  • Contrast enhancement
  • emissive displays
  • histogram equalization (HE)
  • histogram modification (HM)
  • image enhancement
  • low-power image processing

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Software
  • Medicine(all)

Cite this

Power-constrained contrast enhancement for emissive displays based on histogram equalization. / Lee, Chulwoo; Le, Chul; Lee, Young Yoon; Kim, Chang-Su.

In: IEEE Transactions on Image Processing, Vol. 21, No. 1, 5873151, 01.01.2012, p. 80-93.

Research output: Contribution to journalArticle

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