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...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
Springer
2017
|
| Subjects: | |
| Online Access: | 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 |
| _version_ | 1796991943241105408 |
|---|---|
| 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 |
| collection | UMP |
| 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. |
| first_indexed | 2024-03-06T12:12:46Z |
| format | Article |
| id | UMPir16594 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T12:12:46Z |
| publishDate | 2017 |
| publisher | Springer |
| record_format | dspace |
| spelling | UMPir165942018-05-21T02:11:05Z 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. (Published) http://link.springer.com/article/10.1007/s10278-016-9930-9 DOI: 10.1007/s10278-016-9930-9 |
| 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 |
| title | 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_short | 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 |
| topic | QA76 Computer software |
| url | 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 |
| work_keys_str_mv | AT huiliangkhor regionofinterestbasedtamperdetectionandlosslessrecoverywatermarkingschemeroidronultrasoundmedicalimages AT liewsiauchuin regionofinterestbasedtamperdetectionandlosslessrecoverywatermarkingschemeroidronultrasoundmedicalimages AT jasnimohamadzain regionofinterestbasedtamperdetectionandlosslessrecoverywatermarkingschemeroidronultrasoundmedicalimages |