High Capacity Lossless Data Hiding in JPEG Bitstream Based on General VLC Mapping

  • Yang Du
  • , Zhaoxia Yin
  • , Xinpeng Zhang*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

59 Scopus citations

Abstract

As a branch of reversible data hiding (RDH), lossless data hiding (LDH) technique is important especially. Because LDH can not only reconstruct the cover image losslessly but also keep the visual quality of the marked image no degradation. This article proposes a new LDH scheme for JPEG images by general variable length code (VLC) mapping. In this scheme, the run size values are first reordered. Then a feasible solution space is generated. A simulated embedding model is established to find the optimal solution from the feasible solution space. The optimal mapping relationship is constructed according to the optimal solution. According to the optimal GVM relationship, the Huffman table in the file header is modified and then the additional data can be embedded by replacing the used VLC with the VLCs in the same mapping set. Experimental results demonstrate that most of the JPEG images using the proposed scheme cause less file size increments than previous RDH schemes while keeping the marked JPEG image with no distortion. Furthermore, the proposed scheme can obtain high embedding capacity.

Original languageEnglish
Pages (from-to)1420-1433
Number of pages14
JournalIEEE Transactions on Dependable and Secure Computing
Volume19
Issue number2
DOIs
StatePublished - 2022
Externally publishedYes

Keywords

  • JPEG
  • Reversible data hiding
  • VLC
  • histogram modification
  • lossless data hiding

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