A Review: Bilateral Filter for Real TimeImage De-noising

P. Patil, A. Kumbhar
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引用次数: 1

Abstract

Bilateral filtering has gained a high awareness level in medical image processing and non-destructive testing. Bilateral filtering method is that it allows for considering both the spatial locality and neighbouring points with similar amplitudes at the same time which make it can better preserving the image edges and textures than the conventional linear filtering algorithms. This paper illustrates the survey of Adaptive Bilateral Filter (ABF), Local Tone Mapping(TM), and Lazy Sliding Window for SIMD Architectures, Histogram-Based Bilateral Filtering (BF), FPGA Vision and SNRP Network Protocol, Pulse Coupled Neural Network (PCNN). In this paper a spatially adaptive bilateral filtering image de-noising algorithm with low computational complexity is proposed.
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双侧滤波器在实时图像去噪中的研究进展
双边滤波在医学图像处理和无损检测中已经得到了高度重视。双边滤波方法允许同时考虑空间局域性和具有相似幅度的相邻点,这使得它比传统的线性滤波算法能更好地保留图像的边缘和纹理。本文阐述了SIMD体系结构的自适应双边滤波(ABF)、局部色调映射(TM)和延迟滑动窗口、基于直方图的双边滤波(BF)、FPGA视觉和SNRP网络协议、脉冲耦合神经网络(PCNN)的研究概况。本文提出了一种低计算复杂度的空间自适应双边滤波图像去噪算法。
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