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

机译:基于直方图均衡化的发光显示器功率受限对比度增强

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摘要

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.
机译:提出了一种基于直方图均衡化(HE)的功率受限的发光显示器对比度增强算法。我们首先提出一种基于日志的直方图修改方案,以减少常规HE技术的过度拉伸伪像。然后,我们开发了一种用于发光显示器的功耗模型,并制定了一个由直方图均衡项和功率项组成的目标函数。通过基于凸优化理论最小化目标函数,该算法同时实现了对比度增强和节能。此外,我们扩展了提出的算法以增强视频序列以及静止图像。仿真结果表明,该算法可以显着降低功耗,同时提高图像对比度和感知质量。

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