A modified Block Matching 3D algorithm for additive noise reduction
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This paper presents a patch-based image ltering algorithm for addi- tive noise reduction. Our algorithm is a modi cation to the block matching 3D algorithm, where an adaptive thresholding was used for the collaborative hard- thresholding step. The collaborative Wiener ltering step was also modi ed by assigning more weights for similar patches. Experimental results show that our algorithm outperforms the original block matching 3D algorithm at various noise levels.
KeywordsBlock Matching 3D algorithm, BM3D, patch-based image ltering, additive noise reduction, PSNR
Document typePeer reviewed
Document versionFinal PDF
SourceMathematics for Applications. 2016 vol. 5, č. 2, s. 93-103. ISSN 1805-3629
- 2016/2