Title :
Reversible blind data hiding for verifying integrity and authenticating MRI and X-Ray images
Author :
Fylakis, Angelos ; Keskinarkaus, Anja ; Kiviniemi, Vesa ; Seppanen, Tapio
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of Oulu, Oulu, Finland
Abstract :
We present a reversible data hiding technique for digital medical images. The idea is to embed the header of the image or other data in the image itself, pursuing tamper-proofing capabilities and inseparability. In particular, the proposed data hiding technique using Least Significant Bits (LSBs) hides information into the Region of Interest (ROI) and preserves lost information in the Region of Non Interest (RONI) for reversibility purposes. ROI pixels are accessed consecutively or in accordance to a Just Noticeable Distortion (JND) model, while RONI pixels are accessed in a consecutive or pseudo-random order. In the experiments with MRI and X-Ray images, we prove excellent fidelity and 100% reversibility of the ROI.
Keywords :
X-ray imaging; biomedical MRI; cryptography; data encapsulation; medical image processing; JND model; LSB; MRI authentication; ROI pixels; RONI pixels; X-Ray images; digital medical images; just noticeable distortion model; least significant bits; pseudorandom order; region of interest; region of noninterest; reversible blind data hiding technique; tamper-proofing capabilities; Data mining; Digital signatures; Magnetic resonance imaging; Medical diagnostic imaging; Payloads; Watermarking; Data-Hiding; Reversibility; Security;
Conference_Titel :
Medical Information and Communication Technology (ISMICT), 2015 9th International Symposium on
Conference_Location :
Kamakura
DOI :
10.1109/ISMICT.2015.7107525