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A new parallel DSP hardware compatible algorithm for noise reduction and contrast enhancement in video sequence using Zynq-7020

机译:使用Zynq-7020的视频序列降噪和对比度增强的新并联DSP硬件兼容算法

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摘要

Various video processing applications such as liquid crystal display processing, high quality video photography, terrestrial video recording and medical imaging systems requires robust noise reduction and contrast enhancement technique which provides visually pleasing for real time implementation novel hardware architecture has been designed using look-up-table (LUT) acceleration approach which helps achieve high speed processing. Until now, a lot of researchers have worked on noise removal and contrast enhancement of digital videos, but the developed algorithms works with only some verity of noises and failed to produce desirable results for various types of distortions and real time implementation is still remaining a challenge. Hence, appropriate filter needs to be designed which address both kinds of errors. In this paper, adaptive trilateral filter has been designed for noise reduction the results are measured using qualitative and quantitative analysis which has aided in better utilisation of hardware for real time implementation. The experimental results show that the proposed algorithm provides a frame rate of 40 fps on an average and has a resolution of 720 × 576. The proposed algorithm was implemented on ZedBoard Znyq-7020 development kit by Xilinx.
机译:各种视频处理应用,如液晶显示处理,高质量的视频摄影,地面视频录制和医学成像系统需要稳健的降噪和对比增强技术,其提供视觉上令人满意的实时实现新颖的硬件架构已经使用查找设计 - 表格(LUT)加速方法,有助于实现高速处理。到目前为止,很多研究人员都研究了数字视频的噪音消除和对比增强,但是发达的算法只适用于噪音的某些真实,并且未能为各种类型的扭曲产生理想的结果,并且实时实施仍然存在挑战。因此,需要设计适当的过滤器,该过滤器可以设计地解决两种错误。在本文中,自适应三边滤波器设计用于降噪,使用定性和定量分析来测量结果,这在更好地利用硬件以进行实时实现。实验结果表明,该算法平均提供了40 fps的帧速率,并且具有720×576的分辨率。通过Xilinx在Zedboard Znyq-7020开发套件上实现了所提出的算法。

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