Application of reversible denoising and lifting steps to DWT in lossless JPEG 2000 for improved bitrates

作者：

Highlights：

• Denoising is integrated with DWT lifting steps in lossless JPEG 2000.

• A heuristic is used for image-adaptive selection of denoising filters.

• Significant bitrate improvements are obtained for nonphotographic images.

• Consistently good performance is observed on images with impulse noise.

• Compression schemes with various bitrate-complexity tradeoffs are proposed.

摘要

•Denoising is integrated with DWT lifting steps in lossless JPEG 2000.•A heuristic is used for image-adaptive selection of denoising filters.•Significant bitrate improvements are obtained for nonphotographic images.•Consistently good performance is observed on images with impulse noise.•Compression schemes with various bitrate-complexity tradeoffs are proposed.

论文关键词：Reversible denoising and lifting step,Discrete wavelet transform,Denoising,Lifting technique,Lossless image compression,JPEG 2000.

论文评审过程：Received 12 June 2015, Revised 29 August 2015, Accepted 18 September 2015, Available online 2 October 2015, Version of Record 14 November 2015.

论文官网地址：https://doi.org/10.1016/j.image.2015.09.013