Content-based watermarking in image authentication allowing remedying of tampered images

Fu Hao Yeh*, Greg C. Lee

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

15 Citations (Scopus)


Fragile watermarking techniques are developed to ensure the credibility, and integrity of images in open communication channels. Many related studies have proposed methods for accurately localizing tampered areas, but the ability to recover such areas has received less attention. Therefore, we propose a content-based fragile watermarking technique that can both accurately localize tampered areas and correct them in details, using embedded content-based watermarks. Our scheme provides a novel watermark structure. It adopts JPEG-compressed watermark prototypes and categorizes them into smooth, mid-textured, and textured areas. To resist forged-watermark attacks and promote self-recovery ability, the relationships among blocks are created by a toral automorphism with an asymmetric key structure. Furthermore, the watermark prototypes are disordered by a one-way hashing function and encrypted by a public-key encryption function to increase the security of watermarks. Finally, the watermarks are embedded to protect the integrity of images. Experiments show that the proposed scheme can correctly localize tampered areas and remedy them to the extent of JPEG-compression quality even when 50% of the image is cropped, and resist forge-watermark attacks.

Original languageEnglish
Article number077004
JournalOptical Engineering
Issue number7
Publication statusPublished - 2006 Jul


  • Image processing
  • Image reconstruction
  • Image transmission

ASJC Scopus subject areas

  • Atomic and Molecular Physics, and Optics
  • General Engineering


Dive into the research topics of 'Content-based watermarking in image authentication allowing remedying of tampered images'. Together they form a unique fingerprint.

Cite this