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Power-Constrained Contrast Enhancement for Emissive Displays Based on Histogram Equalization

Authors
Lee, ChulwooLee, ChulLee, Young-YoonKim, Chang-Su
Issue Date
1월-2012
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Keywords
Contrast enhancement; emissive displays; histogram equalization (HE); histogram modification (HM); image enhancement; low-power image processing
Citation
IEEE TRANSACTIONS ON IMAGE PROCESSING, v.21, no.1, pp.80 - 93
Indexed
SCIE
SCOPUS
Journal Title
IEEE TRANSACTIONS ON IMAGE PROCESSING
Volume
21
Number
1
Start Page
80
End Page
93
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/109222
DOI
10.1109/TIP.2011.2159387
ISSN
1057-7149
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.
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