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2019 | OriginalPaper | Chapter

1. Introduction

Authors : Rohit Thanki, Surekha Borra

Published in: Medical Imaging and its Security in Telemedicine Applications

Publisher: Springer International Publishing

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Abstract

This chapter presents the basic background of a medical imaging and its types. The requirements of security of medical images along with various types of data hiding techniques and the motivation are given in this chapter.

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Literature
1.
go back to reference Strzelecki M (2013) Medical imaging. Biomedical Engineering, Institute of Electronics, Technical University of Lodz, Poland Strzelecki M (2013) Medical imaging. Biomedical Engineering, Institute of Electronics, Technical University of Lodz, Poland
2.
go back to reference Thanki R, Borra S, Dey N, Ashour A (2018) Medical imaging and its objective quality assessment: an introduction. In: Classification in BioApps. Springer, Cham, pp 3–32CrossRef Thanki R, Borra S, Dey N, Ashour A (2018) Medical imaging and its objective quality assessment: an introduction. In: Classification in BioApps. Springer, Cham, pp 3–32CrossRef
3.
go back to reference Rao K, Rao V (2006) Medical image processing. In: Proceedings of workshop on medical image processing and applications Rao K, Rao V (2006) Medical image processing. In: Proceedings of workshop on medical image processing and applications
4.
go back to reference American Hospital Association (2015) The promise of telehealth for hospitals, health systems, and their communities, Trend Watch. American Hospital Association, Chicago, IL American Hospital Association (2015) The promise of telehealth for hospitals, health systems, and their communities, Trend Watch. American Hospital Association, Chicago, IL
5.
go back to reference Yassin N (2015) Digital watermarking for telemedicine applications: a review. Int J Comput Appl 129(17):30–37 Yassin N (2015) Digital watermarking for telemedicine applications: a review. Int J Comput Appl 129(17):30–37
10.
go back to reference Ruotsalainen P (2010) Privacy and security in teleradiology. Eur J Radiol 73:31–35CrossRef Ruotsalainen P (2010) Privacy and security in teleradiology. Eur J Radiol 73:31–35CrossRef
11.
go back to reference Baur H, Engelmann U, Saurbier F, Schroter A, Baur U, Menizer H (1997) How to deal with security issues in teleradiology. Comput Methods Prog Biomed 53:1–8CrossRef Baur H, Engelmann U, Saurbier F, Schroter A, Baur U, Menizer H (1997) How to deal with security issues in teleradiology. Comput Methods Prog Biomed 53:1–8CrossRef
12.
go back to reference Epstein M, Pasieka M, Lord W, Wong S, Mankovich N (1998) Security for the digital information age of medicine: issues, applications and implementation. J Digit Imaging 11:33–44CrossRef Epstein M, Pasieka M, Lord W, Wong S, Mankovich N (1998) Security for the digital information age of medicine: issues, applications and implementation. J Digit Imaging 11:33–44CrossRef
13.
go back to reference Dey N, Ashour A, Chakraborty S, Banerjee S, Gospodinova E, Gospodinov M, Hassanien AE (2017) Watermarking in biomedical signal processing. In: Intelligent techniques in signal processing for multimedia security. Springer International Publishing, Cham, pp 345–369CrossRef Dey N, Ashour A, Chakraborty S, Banerjee S, Gospodinova E, Gospodinov M, Hassanien AE (2017) Watermarking in biomedical signal processing. In: Intelligent techniques in signal processing for multimedia security. Springer International Publishing, Cham, pp 345–369CrossRef
14.
go back to reference Nyeem H, Boles W, Boyd C (2013) A review of medical image watermarking requirements for teleradiology. J Digit Imaging 26(2):326–343CrossRef Nyeem H, Boles W, Boyd C (2013) A review of medical image watermarking requirements for teleradiology. J Digit Imaging 26(2):326–343CrossRef
15.
go back to reference Paar C, Pelzl J (2010) Hash functions: understanding cryptography. Springer, Berlin Heidelberg, pp 293–317MATH Paar C, Pelzl J (2010) Hash functions: understanding cryptography. Springer, Berlin Heidelberg, pp 293–317MATH
16.
go back to reference Voloshynovskiy S, Koval O, Beekhof F, Pun T (2009) Conception and limits of robust perceptual hashing: towards side information assisted hash functions. In: Media forensics and security Voloshynovskiy S, Koval O, Beekhof F, Pun T (2009) Conception and limits of robust perceptual hashing: towards side information assisted hash functions. In: Media forensics and security
18.
go back to reference Xiaoyun D, Xuejia L, Hongbo Y (2004) Collisions for hash functions MD4, MD5, HAVAL-128, and RIPEMD Xiaoyun D, Xuejia L, Hongbo Y (2004) Collisions for hash functions MD4, MD5, HAVAL-128, and RIPEMD
20.
go back to reference Kalker T (2001) Issues with digital watermarking and perceptual hashing. Proc SPIE 4518:189CrossRef Kalker T (2001) Issues with digital watermarking and perceptual hashing. Proc SPIE 4518:189CrossRef
21.
go back to reference Coatrieux G, Maitre H, Sankur B, Rolland Y, Collorec R (2000) Relevance of watermarking in medical imaging. In: Proceedings of information technology applications in biomedicine, pp. 250–255 Coatrieux G, Maitre H, Sankur B, Rolland Y, Collorec R (2000) Relevance of watermarking in medical imaging. In: Proceedings of information technology applications in biomedicine, pp. 250–255
22.
go back to reference Zhou XQ, Huang HK, Lou SL (2000) Secure method for sectional image archiving and transmission. In: Medical imaging 2000: PACS design and evaluation: engineering and clinical issues, pp. 390–399 Zhou XQ, Huang HK, Lou SL (2000) Secure method for sectional image archiving and transmission. In: Medical imaging 2000: PACS design and evaluation: engineering and clinical issues, pp. 390–399
23.
go back to reference Thanki R, Borra S, Borisagar KR (2018) A hybrid watermarking technique for copyright protection of medical signals in teleradiology, Handbook of research on information security in biomedical signal. IGI Global, pp 320–349 Thanki R, Borra S, Borisagar KR (2018) A hybrid watermarking technique for copyright protection of medical signals in teleradiology, Handbook of research on information security in biomedical signal. IGI Global, pp 320–349
24.
go back to reference Liew S, Zain J (2010) Experiment of tamper detection and recovery watermarking in PACS. Second international conference on computer research and development, pp. 387–390 Liew S, Zain J (2010) Experiment of tamper detection and recovery watermarking in PACS. Second international conference on computer research and development, pp. 387–390
25.
go back to reference Que D, Wen X, Chen B (2009) PACS model based on digital watermarking and its Core algorithms. In: MIPPR 2009 – medical imaging, parallel processing of images, and optimization techniques: 6th international symposium on multispectral image processing and pattern recognition Que D, Wen X, Chen B (2009) PACS model based on digital watermarking and its Core algorithms. In: MIPPR 2009 – medical imaging, parallel processing of images, and optimization techniques: 6th international symposium on multispectral image processing and pattern recognition
26.
go back to reference Borra S, Lakshmi HR, Dey N, Ashour AS, Shid F (2017) Digital image watermarking tools: state-of-the-art. In: Information technology and intelligent transportation systems: proceedings of the 2nd international conference on information technology and intelligent transportation systems, Xi’an, China, vol 296, p 450 Borra S, Lakshmi HR, Dey N, Ashour AS, Shid F (2017) Digital image watermarking tools: state-of-the-art. In: Information technology and intelligent transportation systems: proceedings of the 2nd international conference on information technology and intelligent transportation systems, Xi’an, China, vol 296, p 450
27.
go back to reference Thanki RM, Kothari AM (2016) Digital watermarking: technical art of hiding. Intelligent analysis of multimedia information, p 431 Thanki RM, Kothari AM (2016) Digital watermarking: technical art of hiding. Intelligent analysis of multimedia information, p 431
28.
go back to reference Borra S, Swamy GN (2013) Sensitive digital image watermarking for copyright protection. Int J Netw Secur 15(2):113–121 Borra S, Swamy GN (2013) Sensitive digital image watermarking for copyright protection. Int J Netw Secur 15(2):113–121
29.
go back to reference Borra S, Swamy GN (2012) Visual secret sharing based digital image watermarking. Int J Comput Sci 9(3):312–317 Borra S, Swamy GN (2012) Visual secret sharing based digital image watermarking. Int J Comput Sci 9(3):312–317
30.
go back to reference Borra S, Swamy GN (2011) A spatial domain public image watermarking. Int J Secur Its Appl 5(1):1–12 Borra S, Swamy GN (2011) A spatial domain public image watermarking. Int J Secur Its Appl 5(1):1–12
31.
go back to reference Borra S, Swamy G, Rao KS (2010) A multiple watermarking technique for images based on visual cryptography. Comput Appl 1:77–81 Borra S, Swamy G, Rao KS (2010) A multiple watermarking technique for images based on visual cryptography. Comput Appl 1:77–81
32.
go back to reference Borra S, Swamy G, Rao KS, Kumar AR (2009) A watermarking technique based on visual cryptography. J Inf Assur Secur 4(6):470–473 Borra S, Swamy G, Rao KS, Kumar AR (2009) A watermarking technique based on visual cryptography. J Inf Assur Secur 4(6):470–473
33.
go back to reference Lakshmi HR, Borra S (2016) Asynchronous implementation of reversible image watermarking using mousetrap pipelining. In: Advance computing (IACC), 2016 I.E. 6th international conference on, IEEE, pp 529–533 Lakshmi HR, Borra S (2016) Asynchronous implementation of reversible image watermarking using mousetrap pipelining. In: Advance computing (IACC), 2016 I.E. 6th international conference on, IEEE, pp 529–533
34.
go back to reference Borra S, Lakshmi HR (2015) Visual cryptography based lossless watermarking for sensitive images. In: International conference on swarm, evolutionary, and memetic computing. Springer, Cham, pp 39–39 Borra S, Lakshmi HR (2015) Visual cryptography based lossless watermarking for sensitive images. In: International conference on swarm, evolutionary, and memetic computing. Springer, Cham, pp 39–39
35.
go back to reference Gavini NS, Borra S (2014) Lossless watermarking technique for copyright protection of high resolution images. In: Region 10 symposium, 2014 IEEE. IEEE, pp 73–78 Gavini NS, Borra S (2014) Lossless watermarking technique for copyright protection of high resolution images. In: Region 10 symposium, 2014 IEEE. IEEE, pp 73–78
36.
go back to reference Borra S, Swamy GN (2012) A semi-blind image watermarking based on discrete wavelet transform and secret sharing. In: Communication, information & computing technology (ICCICT), 2012, International conference on. IEEE, pp 1–5 Borra S, Swamy GN (2012) A semi-blind image watermarking based on discrete wavelet transform and secret sharing. In: Communication, information & computing technology (ICCICT), 2012, International conference on. IEEE, pp 1–5
37.
go back to reference Borra S, Swamy G, Reddy KRL (2012) A novel copyright protection scheme based on visual secret sharing. In: Computing communication & networking technologies (ICCCNT), 2012 3rd international conference on. IEEE, pp 1–5 Borra S, Swamy G, Reddy KRL (2012) A novel copyright protection scheme based on visual secret sharing. In: Computing communication & networking technologies (ICCCNT), 2012 3rd international conference on. IEEE, pp 1–5
38.
go back to reference Borra S, Swamy GN (2012) Digital image ownership verification based on spatial correlation of colors. In: IET conference on image processing, UK, pp. 1–5 Borra S, Swamy GN (2012) Digital image ownership verification based on spatial correlation of colors. In: IET conference on image processing, UK, pp. 1–5
39.
go back to reference Chao H, Hsu C, Miaou S (2002) A data hiding technique with authentication, integration, and confidentiality for electronic patient records. IEEE Trans Inf Technol Biomed 6:46–53CrossRef Chao H, Hsu C, Miaou S (2002) A data hiding technique with authentication, integration, and confidentiality for electronic patient records. IEEE Trans Inf Technol Biomed 6:46–53CrossRef
40.
go back to reference Fallahpour M, Megias D, Ghanbari M (2009) High capacity, reversible data hiding in medical images. In: 16th IEEE international conference on image processing (ICIP), pp. 4241–4244 Fallahpour M, Megias D, Ghanbari M (2009) High capacity, reversible data hiding in medical images. In: 16th IEEE international conference on image processing (ICIP), pp. 4241–4244
41.
go back to reference Das S, Kundu M (2012) Effective management of medical information through a novel blind watermarking technique. J Med Syst 36(5):3339–3351CrossRef Das S, Kundu M (2012) Effective management of medical information through a novel blind watermarking technique. J Med Syst 36(5):3339–3351CrossRef
42.
go back to reference Cheung S, Chiu D, Ho C (2008) The use of digital watermarking for intelligence multimedia document distribution. J Theoret Appl Electron Commer Res 3:103–118CrossRef Cheung S, Chiu D, Ho C (2008) The use of digital watermarking for intelligence multimedia document distribution. J Theoret Appl Electron Commer Res 3:103–118CrossRef
43.
go back to reference Zhou W, Rockwood T, Sagetong P (2002) Non-repudiation oblivious watermarking scheme for secure digital video distribution. In: IEEE workshop on multimedia signal processing, pp. 343–346 Zhou W, Rockwood T, Sagetong P (2002) Non-repudiation oblivious watermarking scheme for secure digital video distribution. In: IEEE workshop on multimedia signal processing, pp. 343–346
44.
go back to reference Fan Z, Hongbin Z (2004) Digital watermarking capacity and reliability. In: Proceedings of IEEE international conference on e-commerce technology, pp. 295–298 Fan Z, Hongbin Z (2004) Digital watermarking capacity and reliability. In: Proceedings of IEEE international conference on e-commerce technology, pp. 295–298
45.
go back to reference Yu N, Cao l FW, Li X (2003) Practical analysis of watermarking capacity. Int Conf Commun Technol 2:1872–1877 Yu N, Cao l FW, Li X (2003) Practical analysis of watermarking capacity. Int Conf Commun Technol 2:1872–1877
46.
go back to reference Wang Z, Bovik A (2004) Universal image quality index. J IEEE Signal Process Lett 9(3):84–88 Wang Z, Bovik A (2004) Universal image quality index. J IEEE Signal Process Lett 9(3):84–88
47.
go back to reference Chakraborty S, Chatterjee S, Dey N, Ashour AS, Hassanien AE (2017) Comparative approach between singular value decomposition and randomized singular value decomposition-based watermarking. In: Intelligent techniques in signal processing for multimedia security. Springer International Publishing, Cham, pp 133–149CrossRef Chakraborty S, Chatterjee S, Dey N, Ashour AS, Hassanien AE (2017) Comparative approach between singular value decomposition and randomized singular value decomposition-based watermarking. In: Intelligent techniques in signal processing for multimedia security. Springer International Publishing, Cham, pp 133–149CrossRef
48.
go back to reference Parah SA, Sheikh JA, Dey N, Bhat GM (2017) Realization of a new robust and secure watermarking technique using DC coefficient modification in pixel domain and chaotic encryption. J Glob Inf Manag (JGIM) 25(4):80–102CrossRef Parah SA, Sheikh JA, Dey N, Bhat GM (2017) Realization of a new robust and secure watermarking technique using DC coefficient modification in pixel domain and chaotic encryption. J Glob Inf Manag (JGIM) 25(4):80–102CrossRef
49.
go back to reference Roy S, Pal A (2017) A robust blind hybrid image watermarking scheme in RDWT-DCT domain using Arnold scrambling. Multimed Tools Appl 76(3):3577–3616CrossRef Roy S, Pal A (2017) A robust blind hybrid image watermarking scheme in RDWT-DCT domain using Arnold scrambling. Multimed Tools Appl 76(3):3577–3616CrossRef
50.
go back to reference Thakkar F, Srivastava V (2017) A blind medical image watermarking: DWT-SVD based robust and secure approach for telemedicine applications. Multimedia Tools Appl., Springer 76(3):3669–3697CrossRef Thakkar F, Srivastava V (2017) A blind medical image watermarking: DWT-SVD based robust and secure approach for telemedicine applications. Multimedia Tools Appl., Springer 76(3):3669–3697CrossRef
51.
go back to reference Nagpal S, Bhushan S, Mahajan M (2016) An enhanced digital image watermarking scheme for medical images using neural network, DWT, and RSA. Int J Mod Edu Comput Sci 8(4):46–56CrossRef Nagpal S, Bhushan S, Mahajan M (2016) An enhanced digital image watermarking scheme for medical images using neural network, DWT, and RSA. Int J Mod Edu Comput Sci 8(4):46–56CrossRef
52.
go back to reference Kishore P, Rao M, Prasad C, Kumar D (2016) Medical image watermarking: run through review. ARPN J Eng Appl Sci 11(5):2882–2899 Kishore P, Rao M, Prasad C, Kumar D (2016) Medical image watermarking: run through review. ARPN J Eng Appl Sci 11(5):2882–2899
53.
go back to reference Mahmood A (2015) Adaptive approaches for medical imaging security. Ph.D. thesis, University of Guelph, Canada Mahmood A (2015) Adaptive approaches for medical imaging security. Ph.D. thesis, University of Guelph, Canada
54.
go back to reference Singh A (2015) Some new techniques of improved wavelet domain watermarking for medical images. Ph.D. Thesis, NIT Kurukshetra Singh A (2015) Some new techniques of improved wavelet domain watermarking for medical images. Ph.D. Thesis, NIT Kurukshetra
55.
go back to reference Venkatram N, Reddy L, Kishore P (2014, August) Blind medical image watermarking with LWT-SVD for telemedicine applications. WSEAS Trans Signal Process 10:288–300 Venkatram N, Reddy L, Kishore P (2014, August) Blind medical image watermarking with LWT-SVD for telemedicine applications. WSEAS Trans Signal Process 10:288–300
56.
go back to reference Pal A, Dey N, Samanta S, Das A, Chaudhuri S (2013) A hybrid reversible watermarking technique for color biomedical images. In: IEEE international conference on computational intelligence and computing research (ICCIC), pp. 1–6 Pal A, Dey N, Samanta S, Das A, Chaudhuri S (2013) A hybrid reversible watermarking technique for color biomedical images. In: IEEE international conference on computational intelligence and computing research (ICCIC), pp. 1–6
57.
go back to reference Dey N, Biswas D, Roy A, Das A, Chaudhuri S (2012) DWT-DCT-SVD based blind watermarking technique of gray image in electrooculogram signal. In: 2012 12th international conference on intelligent systems design and applications (ISDA), pp. 680–685 Dey N, Biswas D, Roy A, Das A, Chaudhuri S (2012) DWT-DCT-SVD based blind watermarking technique of gray image in electrooculogram signal. In: 2012 12th international conference on intelligent systems design and applications (ISDA), pp. 680–685
58.
go back to reference Dey N, Das P, Roy A, Das A, Chaudhuri S (2012) DWT-DCT-SVD based intravascular ultrasound video watermarking. In: 2012 world congress on information and communication technologies (WICT), pp. 224–229 Dey N, Das P, Roy A, Das A, Chaudhuri S (2012) DWT-DCT-SVD based intravascular ultrasound video watermarking. In: 2012 world congress on information and communication technologies (WICT), pp. 224–229
59.
go back to reference Rathi S, Inamdar V (2012) Medical images authentication through watermarking preserving ROI. Health Inf An Int J 1(1):27–42 Rathi S, Inamdar V (2012) Medical images authentication through watermarking preserving ROI. Health Inf An Int J 1(1):27–42
Metadata
Title
Introduction
Authors
Rohit Thanki
Surekha Borra
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-319-93311-5_1