• DocumentCode
    1784954
  • Title

    GUI based smart breast cancer identification system for mammographic images through 2nd level secured combined Crypto-watermarking

  • Author

    Pal, K. ; Ghosh, Goutam ; Bhattacharya, Mahua

  • Author_Institution
    Inst. of Radio Phys. & Electron., Univ. of Calcutta, Kolkata, India
  • fYear
    2014
  • fDate
    2-5 Nov. 2014
  • Firstpage
    601
  • Lastpage
    604
  • Abstract
    Current paper presents a new type of GUI based secure breast cancer identification system through a combination of Cryptography and Biomedical Image Watermarking. Through this scheme 2nd level of security can be applied for the embedded data in mammographic images. Several information related to patients (EPR), infected region (ROI), doctor´s name and diagnosis from symptoms are encrypted in the 1st level using RSA encryption and then embedded in the mammographic image itself in the 2nd level using Bit Plane Slicing watermarking technique. The infected region is identified through region growing and contour detection algorithm which needs to be perfect for accurate ROI identification resulting a better treatment. Values of several image quality metrics show that the proposed GUI based breast cancer diagnostic system is good enough for successful recovery of all the embedded information exactly similar. The simplicity and easiness of the complete GUI also makes the entire system user friendly even to the non-medical technical person.
  • Keywords
    cancer; cryptography; graphical user interfaces; mammography; medical image processing; watermarking; 2nd level secured combined crypto-watermarking; GUI based breast cancer diagnostic system; GUI based smart breast cancer identification system; ROI identification; RSA encryption; biomedical image watermarking; bit plane slicing watermarking technique; contour detection algorithm; cryptography; doctor diagnosis; image quality metrics; mammographic images; nonmedical technical person; patient EPR; patient ROI; Biomedical imaging; Bit error rate; Breast cancer; Cryptography; Graphical user interfaces; Watermarking; Bit Plane Slicing; EPR; Mammographic Image; ROI; RSA; Region Growing Algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine (BIBM), 2014 IEEE International Conference on
  • Conference_Location
    Belfast
  • Type

    conf

  • DOI
    10.1109/BIBM.2014.6999229
  • Filename
    6999229