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

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...

Full description

Bibliographic Details
Main Authors: Hui, Liang Khor, Liew, Siau-Chuin, Jasni, Mohamad Zain
Format: Article
Language:English
English
Published: Springer 2017
Subjects:
QA76 Computer software
Online Access:http://umpir.ump.edu.my/id/eprint/16594/
http://umpir.ump.edu.my/id/eprint/16594/
http://umpir.ump.edu.my/id/eprint/16594/
http://umpir.ump.edu.my/id/eprint/16594/1/Region%20of%20Interest-Based%20Tamper%20Detection%20and%20Lossless%20Recovery%20Watermarking%20Scheme%20%28ROI-DR%29%20on%20Ultrasound%20Medical%20Images-Abstract.pdf
http://umpir.ump.edu.my/id/eprint/16594/7/Region%20of%20Interest-Based%20Tamper%20Detection%20and%20Lossless%20Recovery%20Watermarking%20Scheme%20%28ROI-DR%29%20on%20Ultrasound%20Medical%20Images.pdf
id ump-16594
recordtype eprints
spelling ump-165942018-05-21T02:11:05Z http://umpir.ump.edu.my/id/eprint/16594/ Region of Interest-Based Tamper Detection and Lossless Recovery Watermarking Scheme (ROI-DR) on Ultrasound Medical Images Hui, Liang Khor Liew, Siau-Chuin Jasni, Mohamad Zain QA76 Computer software 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. Springer 2017 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/16594/1/Region%20of%20Interest-Based%20Tamper%20Detection%20and%20Lossless%20Recovery%20Watermarking%20Scheme%20%28ROI-DR%29%20on%20Ultrasound%20Medical%20Images-Abstract.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/16594/7/Region%20of%20Interest-Based%20Tamper%20Detection%20and%20Lossless%20Recovery%20Watermarking%20Scheme%20%28ROI-DR%29%20on%20Ultrasound%20Medical%20Images.pdf Hui, Liang Khor and Liew, Siau-Chuin and Jasni, Mohamad Zain (2017) Region of Interest-Based Tamper Detection and Lossless Recovery Watermarking Scheme (ROI-DR) on Ultrasound Medical Images. Journal of Digital Imaging. pp. 1-22. ISSN 0897-1889 http://link.springer.com/article/10.1007/s10278-016-9930-9 DOI: 10.1007/s10278-016-9930-9
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
English
topic QA76 Computer software
spellingShingle QA76 Computer software
Hui, Liang Khor
Liew, Siau-Chuin
Jasni, Mohamad Zain
Region of Interest-Based Tamper Detection and Lossless Recovery Watermarking Scheme (ROI-DR) on Ultrasound Medical Images
description 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.
format Article
author Hui, Liang Khor
Liew, Siau-Chuin
Jasni, Mohamad Zain
author_facet Hui, Liang Khor
Liew, Siau-Chuin
Jasni, Mohamad Zain
author_sort Hui, Liang Khor
title Region of Interest-Based Tamper Detection and Lossless Recovery Watermarking Scheme (ROI-DR) on Ultrasound Medical Images
title_short Region of Interest-Based Tamper Detection and Lossless Recovery Watermarking Scheme (ROI-DR) on Ultrasound Medical Images
title_full Region of Interest-Based Tamper Detection and Lossless Recovery Watermarking Scheme (ROI-DR) on Ultrasound Medical Images
title_fullStr Region of Interest-Based Tamper Detection and Lossless Recovery Watermarking Scheme (ROI-DR) on Ultrasound Medical Images
title_full_unstemmed Region of Interest-Based Tamper Detection and Lossless Recovery Watermarking Scheme (ROI-DR) on Ultrasound Medical Images
title_sort region of interest-based tamper detection and lossless recovery watermarking scheme (roi-dr) on ultrasound medical images
publisher Springer
publishDate 2017
url http://umpir.ump.edu.my/id/eprint/16594/
http://umpir.ump.edu.my/id/eprint/16594/
http://umpir.ump.edu.my/id/eprint/16594/
http://umpir.ump.edu.my/id/eprint/16594/1/Region%20of%20Interest-Based%20Tamper%20Detection%20and%20Lossless%20Recovery%20Watermarking%20Scheme%20%28ROI-DR%29%20on%20Ultrasound%20Medical%20Images-Abstract.pdf
http://umpir.ump.edu.my/id/eprint/16594/7/Region%20of%20Interest-Based%20Tamper%20Detection%20and%20Lossless%20Recovery%20Watermarking%20Scheme%20%28ROI-DR%29%20on%20Ultrasound%20Medical%20Images.pdf
first_indexed 2023-09-18T22:22:25Z
last_indexed 2023-09-18T22:22:25Z
_version_ 1777415744793870336

Similar Items