An improved tamper detection and localization scheme for volumetric DICOM images

The development of teleradiology brings the convenience of global medical record access along with the concerns over the security of medical images transmitted over the open network. With the prevailing adoption of three-dimensional (3-D) imaging modalities, it is vital to develop a security mechani...

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Main Authors: Dou, Wenbo, Poh, Chueh Loo, Guan, Yong Liang
Other Authors: School of Chemical and Biomedical Engineering
Format: Article
Language:English
Published: 2013
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Online Access:https://hdl.handle.net/10356/107334
http://hdl.handle.net/10220/17136
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1073342022-02-16T16:27:38Z An improved tamper detection and localization scheme for volumetric DICOM images Dou, Wenbo Poh, Chueh Loo Guan, Yong Liang School of Chemical and Biomedical Engineering School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering The development of teleradiology brings the convenience of global medical record access along with the concerns over the security of medical images transmitted over the open network. With the prevailing adoption of three-dimensional (3-D) imaging modalities, it is vital to develop a security mechanism to provide large volumes of medical images with privacy and reliability. This paper presents the development of a new and improved method of implementing tamper detection and localization based on a fully reversible digital watermarking scheme for the protection of volumetric DICOM images. This tamper detection and localization method utilizes the 3-D property of volumetric data to achieve much faster processing time at both sender and receiver sides without compromising tamper localization accuracy. The performance of the proposed scheme was evaluated by using sample volumetric DICOM images. Results show that the scheme achieved on average about 65 % and 72 % reduction in watermarking and dewatermarking processing time, respectively. For cases where the images had been tampered, it is possible to detect and localize the tampered areas with improved localization resolution in the images using the scheme. 2013-10-31T06:58:10Z 2019-12-06T22:29:03Z 2013-10-31T06:58:10Z 2019-12-06T22:29:03Z 2012 2012 Journal Article Dou, W., Poh, C. L., & Guan, Y. L. (2012). An improved tamper detection and localization scheme for volumetric DICOM images. Journal of digital imaging, 25(6), 751-763. https://hdl.handle.net/10356/107334 http://hdl.handle.net/10220/17136 10.1007/s10278-012-9518-y 22832896 en Journal of digital imaging
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Dou, Wenbo
Poh, Chueh Loo
Guan, Yong Liang
An improved tamper detection and localization scheme for volumetric DICOM images
description The development of teleradiology brings the convenience of global medical record access along with the concerns over the security of medical images transmitted over the open network. With the prevailing adoption of three-dimensional (3-D) imaging modalities, it is vital to develop a security mechanism to provide large volumes of medical images with privacy and reliability. This paper presents the development of a new and improved method of implementing tamper detection and localization based on a fully reversible digital watermarking scheme for the protection of volumetric DICOM images. This tamper detection and localization method utilizes the 3-D property of volumetric data to achieve much faster processing time at both sender and receiver sides without compromising tamper localization accuracy. The performance of the proposed scheme was evaluated by using sample volumetric DICOM images. Results show that the scheme achieved on average about 65 % and 72 % reduction in watermarking and dewatermarking processing time, respectively. For cases where the images had been tampered, it is possible to detect and localize the tampered areas with improved localization resolution in the images using the scheme.
author2 School of Chemical and Biomedical Engineering
author_facet School of Chemical and Biomedical Engineering
Dou, Wenbo
Poh, Chueh Loo
Guan, Yong Liang
format Article
author Dou, Wenbo
Poh, Chueh Loo
Guan, Yong Liang
author_sort Dou, Wenbo
title An improved tamper detection and localization scheme for volumetric DICOM images
title_short An improved tamper detection and localization scheme for volumetric DICOM images
title_full An improved tamper detection and localization scheme for volumetric DICOM images
title_fullStr An improved tamper detection and localization scheme for volumetric DICOM images
title_full_unstemmed An improved tamper detection and localization scheme for volumetric DICOM images
title_sort improved tamper detection and localization scheme for volumetric dicom images
publishDate 2013
url https://hdl.handle.net/10356/107334
http://hdl.handle.net/10220/17136
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