DocumentCode
1552146
Title
Power-Constrained Contrast Enhancement for Emissive Displays Based on Histogram Equalization
Author
Lee, Chulwoo ; Lee, Chul ; Lee, Young-Yoon ; Kim, Chang-Su
Author_Institution
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Volume
21
Issue
1
fYear
2012
Firstpage
80
Lastpage
93
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.
Keywords
display instrumentation; image enhancement; convex optimization theory; emissive displays; histogram equalization; image contrast; log-based histogram modification scheme; perceptual quality; power-constrained contrast enhancement; video sequences; Helium; Histograms; Image processing; Organic light emitting diodes; Pixel; Power demand; Video sequences; Contrast enhancement; emissive displays; histogram equalization (HE); histogram modification (HM); image enhancement; low-power image processing; Algorithms; Computer Terminals; Data Display; Image Enhancement; Image Interpretation, Computer-Assisted; Numerical Analysis, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2011.2159387
Filename
5873151
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