Region of Interest-Based Tamper Detection and Lossless Recovery Watermarking Scheme (ROI-DR) on Ultrasound Medical Images.

Tampering on medical image will lead to wrong diagnosis and treatment, which is life-threatening; therefore, digital watermarking on medical image was introduced to protect medical image from tampering. Medical images are divided into region of interest (ROI) and region of non-interest (RONI). ROI i...

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Publicado en:Journal of Digital Imaging Vol. 30; no. 3; pp. 328 - 350
Autores principales: Khor, Hui, Liew, Siau-Chuin, Zain, Jasni
Formato: diagnostic images equations & formulas tables/charts Journal Article
Publicado: Springer Nature Jun2017
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Jun2017
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      pub: Springer Nature
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        atl: Region of Interest-Based Tamper Detection and Lossless Recovery Watermarking Scheme (ROI-DR) on Ultrasound Medical Images.
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          Khor, Hui
          Liew, Siau-Chuin
          Zain, Jasni
        affil: Faculty of Computer Systems and Software Engineering , Universiti Malaysia Pahang , Lebuhraya Tun Razak, 26300 Gambang Kuantan Malaysia
      sug:
        subj:
          Ultrasonography
          Quality Assurance Methods
          Image Processing, Computer Assisted
          Data Security
          Digital Compression
      ab: Tampering on medical image will lead to wrong diagnosis and treatment, which is life-threatening; therefore, digital watermarking on medical image was introduced to protect medical image from tampering. Medical images are divided into region of interest (ROI) and region of non-interest (RONI). ROI is an area that has a significant impact on diagnosis, whereas RONI has less or no significance in diagnosis. This paper has proposed ROI-based tamper detection and recovery watermarking scheme (ROI-DR) that embeds ROI bit information into RONI least significant bits, which will be extracted later for authentication and recovery process. The experiment result has shown that the ROI-DR has achieved a good result in imperceptibility with peak signal-to-noise ratio (PSNR) values approximately 48 dB, it is robust against various kinds of tampering, and the tampered ROI was able to recover to its original form. Lastly, a comparative table with the previous research (TALLOR and TALLOR-RS watermarking schemes) has been derived, where these three watermarking schemes were tested under the same testing conditions and environment. The experiment result has shown that ROI-DR has achieved speed-up factors of 22.55 and 26.65 in relative to TALLOR and TALLOR-RS watermarking schemes, respectively.
      pubtype: Academic Journal
      doctype:
        diagnostic images
        equations & formulas
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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