Real-time image filtering scheme based on robust estimators in presence of impulsive noise

Francisco J. Gallegos-Funes , Volodymyr I. Ponomaryov
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引用次数: 60

Abstract

This paper presents the capability and real-time processing features of a robust filter for the removal of impulsive noise in image processing applications. The real-time implementation of image filtering was realized on the DSP TMS320C6701. Extensive simulation results with different images have demonstrated that the proposed filter consistently outperforms other filters by balancing the tradeoff between noise suppression and fine detail preservation. We simulated impulsive corrupted video sequences to demonstrate that the proposed method potentially could provide a real-time solution to quality video transmission.

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脉冲噪声下基于鲁棒估计的实时图像滤波方案
本文介绍了鲁棒滤波器在图像处理中去除脉冲噪声的能力和实时处理特点。在DSP TMS320C6701上实现了图像滤波的实时实现。不同图像的大量仿真结果表明,该滤波器通过平衡噪声抑制和精细细节保存之间的权衡,始终优于其他滤波器。仿真结果表明,该方法可以为高质量视频传输提供实时解决方案。
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