Watermark Compression in Medical Image Watermarking Using Lempel-Ziv-Welch (LZW) Lossless Compression Technique

In teleradiology, image contents may be altered due to noisy communication channels and hacker manipulation. Medical image data is very sensitive and can not tolerate any illegal change. Illegally changed image-based analysis could result in wrong medical decision. Digital watermarking technique c...

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Main Authors:	Badshah, Gran, Liew, Siau-Chuin, Jasni, Mohamad Zain, Mushtaq, Ali
Format:	Article
Language:	English English
Published:	Springer 2016
Subjects:	Q Science (General) QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/10655/ http://umpir.ump.edu.my/id/eprint/10655/ http://umpir.ump.edu.my/id/eprint/10655/ http://umpir.ump.edu.my/id/eprint/10655/1/Watermark%20Compression%20in%20Medical%20Image%20Watermarking%20Using%20Lempel-Ziv-Welch%20%28LZW%29%20Lossless%20Compression%20Technique.pdf http://umpir.ump.edu.my/id/eprint/10655/7/fskkp-2015-siau-Watermark%20Compression%20in%20Medical%20Image%281%29.pdf

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spelling	ump-106552018-05-21T01:59:56Z http://umpir.ump.edu.my/id/eprint/10655/ Watermark Compression in Medical Image Watermarking Using Lempel-Ziv-Welch (LZW) Lossless Compression Technique Badshah, Gran Liew, Siau-Chuin Jasni, Mohamad Zain Mushtaq, Ali Q Science (General) QA76 Computer software In teleradiology, image contents may be altered due to noisy communication channels and hacker manipulation. Medical image data is very sensitive and can not tolerate any illegal change. Illegally changed image-based analysis could result in wrong medical decision. Digital watermarking technique can be used to authenticate images and detect as well as recover illegal changes made to teleradiology images. Watermarking of medical images with heavy payload watermarks causes image perceptual degradation. The image perceptual degradation directly affects medical diagnosis. To maintain the image perceptual and diagnostic qualities standard during watermarking, the watermark should be lossless compressed. This paper focuses on watermarking of ultrasound medical images with Lempel-Ziv-Welch (LZW) lossless-compressed watermarks. The watermark lossless compression reduces watermark payload without data loss. In this research work, watermark is the combination of defined region of interest (ROI) and image watermarking secret key. The performance of the LZW compression technique was compared with other conventional compression methods based on compression ratio. LZW was found better and used for watermark lossless compression in ultrasound medical Springer 2016-10 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/10655/1/Watermark%20Compression%20in%20Medical%20Image%20Watermarking%20Using%20Lempel-Ziv-Welch%20%28LZW%29%20Lossless%20Compression%20Technique.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/10655/7/fskkp-2015-siau-Watermark%20Compression%20in%20Medical%20Image%281%29.pdf Badshah, Gran and Liew, Siau-Chuin and Jasni, Mohamad Zain and Mushtaq, Ali (2016) Watermark Compression in Medical Image Watermarking Using Lempel-Ziv-Welch (LZW) Lossless Compression Technique. Journal of Digital Imaging, 29 (2). pp. 216-225. ISSN 0897-1889 http://dx.doi.org/10.1007/s10278-015-9822-4 DOI: 10.1007/s10278-015-9822-4
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	Q Science (General) QA76 Computer software
spellingShingle	Q Science (General) QA76 Computer software Badshah, Gran Liew, Siau-Chuin Jasni, Mohamad Zain Mushtaq, Ali Watermark Compression in Medical Image Watermarking Using Lempel-Ziv-Welch (LZW) Lossless Compression Technique
description	In teleradiology, image contents may be altered due to noisy communication channels and hacker manipulation. Medical image data is very sensitive and can not tolerate any illegal change. Illegally changed image-based analysis could result in wrong medical decision. Digital watermarking technique can be used to authenticate images and detect as well as recover illegal changes made to teleradiology images. Watermarking of medical images with heavy payload watermarks causes image perceptual degradation. The image perceptual degradation directly affects medical diagnosis. To maintain the image perceptual and diagnostic qualities standard during watermarking, the watermark should be lossless compressed. This paper focuses on watermarking of ultrasound medical images with Lempel-Ziv-Welch (LZW) lossless-compressed watermarks. The watermark lossless compression reduces watermark payload without data loss. In this research work, watermark is the combination of defined region of interest (ROI) and image watermarking secret key. The performance of the LZW compression technique was compared with other conventional compression methods based on compression ratio. LZW was found better and used for watermark lossless compression in ultrasound medical
format	Article
author	Badshah, Gran Liew, Siau-Chuin Jasni, Mohamad Zain Mushtaq, Ali
author_facet	Badshah, Gran Liew, Siau-Chuin Jasni, Mohamad Zain Mushtaq, Ali
author_sort	Badshah, Gran
title	Watermark Compression in Medical Image Watermarking Using Lempel-Ziv-Welch (LZW) Lossless Compression Technique
title_short	Watermark Compression in Medical Image Watermarking Using Lempel-Ziv-Welch (LZW) Lossless Compression Technique
title_full	Watermark Compression in Medical Image Watermarking Using Lempel-Ziv-Welch (LZW) Lossless Compression Technique
title_fullStr	Watermark Compression in Medical Image Watermarking Using Lempel-Ziv-Welch (LZW) Lossless Compression Technique
title_full_unstemmed	Watermark Compression in Medical Image Watermarking Using Lempel-Ziv-Welch (LZW) Lossless Compression Technique
title_sort	watermark compression in medical image watermarking using lempel-ziv-welch (lzw) lossless compression technique
publisher	Springer
publishDate	2016
url	http://umpir.ump.edu.my/id/eprint/10655/ http://umpir.ump.edu.my/id/eprint/10655/ http://umpir.ump.edu.my/id/eprint/10655/ http://umpir.ump.edu.my/id/eprint/10655/1/Watermark%20Compression%20in%20Medical%20Image%20Watermarking%20Using%20Lempel-Ziv-Welch%20%28LZW%29%20Lossless%20Compression%20Technique.pdf http://umpir.ump.edu.my/id/eprint/10655/7/fskkp-2015-siau-Watermark%20Compression%20in%20Medical%20Image%281%29.pdf
first_indexed	2023-09-18T22:10:30Z
last_indexed	2023-09-18T22:10:30Z
_version_	1777414995151159296

Watermark Compression in Medical Image Watermarking Using Lempel-Ziv-Welch (LZW) Lossless Compression Technique

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