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A New Hardware-Efficient Algorithm and Reconfigurable Architecture for Image Contrast Enhancement

研究成果: 期刊貢獻文章同行評審

30 引文 斯高帕斯(Scopus)

摘要

Contrast enhancement is crucial when generating high quality images for image processing applications, such as digital image or video photography, liquid crystal display processing, and medical image analysis. In order to achieve real-time performance for high-definition video applications, it is necessary to design efficient contrast enhancement hardware architecture to meet the needs of real-time processing. In this paper, we propose a novel hardware-oriented contrast enhancement algorithm which can be implemented effectively for hardware design. In order to be considered for hardware implementation, approximation techniques are proposed to reduce these complex computations during performance of the contrast enhancement algorithm. The proposed hardware-oriented contrast enhancement algorithm achieves good image quality by measuring the results of qualitative and quantitative analyzes. To decrease hardware cost and improve hardware utilization for real-time performance, a reduction in circuit area is proposed through use of parameter-controlled reconfigurable architecture. The experiment results show that the proposed hardware-oriented contrast enhancement algorithm can provide an average frame rate of 48.23 frames/s at high definition resolution 1920 × 1080.

原文English
文章編號6879484
頁(從 - 到)4426-4437
頁數12
期刊IEEE Transactions on Image Processing
23
發行號10
DOIs
出版狀態Published - 1 10月 2014

文獻附註

Publisher Copyright:
© 2015 IEEE.

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