Title :
A novel tamper detection-recovery and watermarking system for medical image authentication and EPR hiding
Author :
Tareef, Afaf ; Al-Ani, Ahmad ; Hung Nguyen ; Yuk Ying Chung
Author_Institution :
Sch. of Inf. Technol., Univ. of Sydney, Sydney, NSW, Australia
Abstract :
Recently, the literature has witnessed an increasing interest in the study of medical image watermarking and recovery techniques. In this article, a novel image tamper localization and recovery technique for medical image authentication is proposed. The sparse coding of the Electronic Patient Record (EPR) and the reshaped region of Interest (ROI) is embedded in the transform domain of the Region of Non-Interest (RONI). The first part of the sparse coded watermark is use for saving the patient information along with the image, whereas the second part is used for authentication purpose. When the watermarked image is tampered during transmission between hospitals and medical clinics, the embedded sparse coded ROI can be extracted to recover the tampered image. The experimental results demonstrate the efficiency of the proposed technique in term of tamper correction capability, robustness to attacks, and imperceptibility.
Keywords :
authorisation; image coding; image watermarking; medical image processing; medical information systems; EPR Hiding; RONI; attack robustness; authentication purpose; electronic patient record; embedded sparse coded ROI; imperceptibility; medical image authentication; medical image recovery techniques; medical image watermarking; patient information; region of noninterest; reshaped region of Interest; sparse coded watermark; tamper correction capability; tamper detection-recovery; watermarking system; Authentication; Image coding; Medical diagnostic imaging; PSNR; Robustness; Watermarking; Medical imaging; ROI; Sparse coding; Tamper recovery; Watermarking;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944885