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Analysis and architecture design of block matching in BM3D image denoising

机译:BM3D图像去噪中块匹配的分析与架构设计

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摘要

In this paper, a low-cost VLSI implementation for Block Matching (BM) in BM3D image denoising with novel architectures of the slip window and SSD tree are presented. The experimental results show that the proposed technique preserves the BM3D denoising performance and obtains excellent performances in terms of less logic gate count and better visual quality. The design requires only low computational complexity and less SRAM for slip window. Its hardware cost is quite low, about 350k gates. Synthesis results show that the proposed design at a throughput about 177MB/s by using UMC 0.18um technology.
机译:本文提出了一种利用SLIP窗口和SSD树的新颖体系结构的BM3D图像块匹配(BM)的低成本VLSI实现。实验结果表明,该技术保留了BM3D去噪性能,并在较少的逻辑门数和更好的视觉质量方面获得出色的性能。该设计仅需要低计算复杂性和更少的SRAM用于滑动窗口。它的硬件成本相当低,大约350k门。合成结果表明,通过使用UMC 0.18um技术,所提出的设计约为177MB / s。

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