• Rohit Thanki
  • Surekha Borra
Part of the SpringerBriefs in Applied Sciences and Technology book series (BRIEFSAPPLSCIENCES)


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.


  1. 1.
    Strzelecki M (2013) Medical imaging. Biomedical Engineering, Institute of Electronics, Technical University of Lodz, PolandGoogle Scholar
  2. 2.
    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 3–32CrossRefGoogle Scholar
  3. 3.
    Rao K, Rao V (2006) Medical image processing. In: Proceedings of workshop on medical image processing and applicationsGoogle Scholar
  4. 4.
    American Hospital Association (2015) The promise of telehealth for hospitals, health systems, and their communities, Trend Watch. American Hospital Association, Chicago, ILGoogle Scholar
  5. 5.
    Yassin N (2015) Digital watermarking for telemedicine applications: a review. Int J Comput Appl 129(17):30–37Google Scholar
  6. 6.
    ISO (2016). ISO 27799:2016, Health informatics – information security management in health using ISO/IEC 27002 (Online). Available:
  7. 7.
    US Government (1996) The health insurance portability and accountability act (HIPAA) (Online). Available:
  8. 8.
    US Government (2010) Code of Federal Regulations – Title 45, subtitle A – Department of Health and Human Services, part 164 – Security and Privacy (Online). Available:
  9. 9.
    DICOM (2009). DICOM, part 15: security and system management profiles, PS 3.15 – 2009 (Online). Available:
  10. 10.
    Ruotsalainen P (2010) Privacy and security in teleradiology. Eur J Radiol 73:31–35CrossRefGoogle Scholar
  11. 11.
    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 53:1–8CrossRefGoogle Scholar
  12. 12.
    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 11:33–44CrossRefGoogle Scholar
  13. 13.
    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 345–369CrossRefGoogle Scholar
  14. 14.
    Nyeem H, Boles W, Boyd C (2013) A review of medical image watermarking requirements for teleradiology. J Digit Imaging 26(2):326–343CrossRefGoogle Scholar
  15. 15.
    Paar C, Pelzl J (2010) Hash functions: understanding cryptography. Springer, Berlin Heidelberg, pp 293–317zbMATHGoogle Scholar
  16. 16.
    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 securityGoogle Scholar
  17. 17.
    Goldwasser S, Bellare M (2008) Lecture notes on cryptography (Online). Available:
  18. 18.
    Xiaoyun D, Xuejia L, Hongbo Y (2004) Collisions for hash functions MD4, MD5, HAVAL-128, and RIPEMDGoogle Scholar
  19. 19.
    Preneel B (2003) Analysis and design of cryptographic hash functions. Ph.D. thesis (Online). Available:
  20. 20.
    Kalker T (2001) Issues with digital watermarking and perceptual hashing. Proc SPIE 4518:189CrossRefGoogle Scholar
  21. 21.
    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. 250–255Google Scholar
  22. 22.
    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. 390–399Google Scholar
  23. 23.
    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 320–349Google Scholar
  24. 24.
    Liew S, Zain J (2010) Experiment of tamper detection and recovery watermarking in PACS. Second international conference on computer research and development, pp. 387–390Google Scholar
  25. 25.
    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 recognitionGoogle Scholar
  26. 26.
    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 450Google Scholar
  27. 27.
    Thanki RM, Kothari AM (2016) Digital watermarking: technical art of hiding. Intelligent analysis of multimedia information, p 431Google Scholar
  28. 28.
    Borra S, Swamy GN (2013) Sensitive digital image watermarking for copyright protection. Int J Netw Secur 15(2):113–121Google Scholar
  29. 29.
    Borra S, Swamy GN (2012) Visual secret sharing based digital image watermarking. Int J Comput Sci 9(3):312–317Google Scholar
  30. 30.
    Borra S, Swamy GN (2011) A spatial domain public image watermarking. Int J Secur Its Appl 5(1):1–12Google Scholar
  31. 31.
    Borra S, Swamy G, Rao KS (2010) A multiple watermarking technique for images based on visual cryptography. Comput Appl 1:77–81Google Scholar
  32. 32.
    Borra S, Swamy G, Rao KS, Kumar AR (2009) A watermarking technique based on visual cryptography. J Inf Assur Secur 4(6):470–473Google Scholar
  33. 33.
    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 529–533Google Scholar
  34. 34.
    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 39–39Google Scholar
  35. 35.
    Gavini NS, Borra S (2014) Lossless watermarking technique for copyright protection of high resolution images. In: Region 10 symposium, 2014 IEEE. IEEE, pp 73–78Google Scholar
  36. 36.
    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 1–5Google Scholar
  37. 37.
    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 1–5Google Scholar
  38. 38.
    Borra S, Swamy GN (2012) Digital image ownership verification based on spatial correlation of colors. In: IET conference on image processing, UK, pp. 1–5Google Scholar
  39. 39.
    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 6:46–53CrossRefGoogle Scholar
  40. 40.
    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. 4241–4244Google Scholar
  41. 41.
    Das S, Kundu M (2012) Effective management of medical information through a novel blind watermarking technique. J Med Syst 36(5):3339–3351CrossRefGoogle Scholar
  42. 42.
    Cheung S, Chiu D, Ho C (2008) The use of digital watermarking for intelligence multimedia document distribution. J Theoret Appl Electron Commer Res 3:103–118CrossRefGoogle Scholar
  43. 43.
    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. 343–346Google Scholar
  44. 44.
    Fan Z, Hongbin Z (2004) Digital watermarking capacity and reliability. In: Proceedings of IEEE international conference on e-commerce technology, pp. 295–298Google Scholar
  45. 45.
    Yu N, Cao l FW, Li X (2003) Practical analysis of watermarking capacity. Int Conf Commun Technol 2:1872–1877Google Scholar
  46. 46.
    Wang Z, Bovik A (2004) Universal image quality index. J IEEE Signal Process Lett 9(3):84–88Google Scholar
  47. 47.
    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 133–149CrossRefGoogle Scholar
  48. 48.
    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):80–102CrossRefGoogle Scholar
  49. 49.
    Roy S, Pal A (2017) A robust blind hybrid image watermarking scheme in RDWT-DCT domain using Arnold scrambling. Multimed Tools Appl 76(3):3577–3616CrossRefGoogle Scholar
  50. 50.
    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):3669–3697CrossRefGoogle Scholar
  51. 51.
    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):46–56CrossRefGoogle Scholar
  52. 52.
    Kishore P, Rao M, Prasad C, Kumar D (2016) Medical image watermarking: run through review. ARPN J Eng Appl Sci 11(5):2882–2899Google Scholar
  53. 53.
    Mahmood A (2015) Adaptive approaches for medical imaging security. Ph.D. thesis, University of Guelph, CanadaGoogle Scholar
  54. 54.
    Singh A (2015) Some new techniques of improved wavelet domain watermarking for medical images. Ph.D. Thesis, NIT KurukshetraGoogle Scholar
  55. 55.
    Venkatram N, Reddy L, Kishore P (2014, August) Blind medical image watermarking with LWT-SVD for telemedicine applications. WSEAS Trans Signal Process 10:288–300Google Scholar
  56. 56.
    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. 1–6Google Scholar
  57. 57.
    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. 680–685Google Scholar
  58. 58.
    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. 224–229Google Scholar
  59. 59.
    Rathi S, Inamdar V (2012) Medical images authentication through watermarking preserving ROI. Health Inf An Int J 1(1):27–42Google Scholar

Copyright information

© The Author(s), under exclusive license to Springer International Publishing AG, part of Springer Nature 2019

Authors and Affiliations

  • Rohit Thanki
    • 1
  • Surekha Borra
    • 2
  1. 1.C. U. Shah UniversityWadhwan CityIndia
  2. 2.Department of Electronics & Communication EngineeringK.S. Institute of TechnologyBengaluruIndia

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