A new encryption-then-compression algorithm using the rate–distortion optimization

作者:

Highlights:

• We propose an encryption-then-compression scheme using the lifting scheme.

• We obtain the optimum quantization step via the rate–distortion optimization.

• The proposed scheme outperforms the pixel-domain permutation-based prior art.

• It obtains the rate–distortion performance comparable to the conventional JPEG.

• The developed scheme has a low computational cost.

摘要

•We propose an encryption-then-compression scheme using the lifting scheme.•We obtain the optimum quantization step via the rate–distortion optimization.•The proposed scheme outperforms the pixel-domain permutation-based prior art.•It obtains the rate–distortion performance comparable to the conventional JPEG.•The developed scheme has a low computational cost.

论文关键词:Compression of encrypted image,Rate–distortion optimization,Quantization,Lifting scheme

论文评审过程:Received 24 April 2015, Revised 27 July 2015, Accepted 11 September 2015, Available online 21 September 2015, Version of Record 14 November 2015.

论文官网地址:https://doi.org/10.1016/j.image.2015.09.009