BM3D filter in salt-and-pepper noise removal

被引：33

作者：

Djurovic, Igor ^{[1
]}

机构：

[1] Univ Montenegro, Dept Elect Engn, Podgorica, Montenegro

来源：

EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING | 2016年

关键词：

Filtering; Salt-and-pepper noise; Block-matching filters; Median filters; IMAGE; ALGORITHM;

D O I：

10.1186/s13640-016-0113-x

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

There is a significant recent advance in filtering of the salt-and-pepper noise for digital images. However, almost all recent schemes for filtering of this type of noise are not taking into an account the shape of objects (in particular edges) in images. We have applied the block-matching and 3D filtering (BM3D) scheme in order to refine the output of the decision-based/adaptive median techniques. Obtained results are excellent, surpassing current state-of-the-art for about 2 dB for both grayscale and color images.

引用

页数：11

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