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author:

Li, Jian (Li, Jian.) [1] | Zhang, Zelin (Zhang, Zelin.) [2] | Li, Shengyu (Li, Shengyu.) [3] | Benton, Ryan (Benton, Ryan.) [4] | Huang, Yulong (Huang, Yulong.) [5] | Kasukurthi, Mohan Vamsi (Kasukurthi, Mohan Vamsi.) [6] | Li, Dongqi (Li, Dongqi.) [7] | Lin, Jingwei (Lin, Jingwei.) [8] | Borchert, Glen M. (Borchert, Glen M..) [9] | Tan, Shaobo (Tan, Shaobo.) [10] | Ma, Bin (Ma, Bin.) [11] | Yang, Meihong (Yang, Meihong.) [12] | Huang, Jingshan (Huang, Jingshan.) [13]

Indexed by:

CPCI-S

Abstract:

The transmission of medical image data in an open network environment is subject to privacy issues including patient privacy and data leakage. In the past, image encryption and information-hiding technology have been used to solve such security problems. But these methodologies, in general, suffered from difficulties in retrieving original images. We present in this paper an algorithm to protect key regions in medical images. First, coefficient of variation is used to locate the key regions, a.k.a. the lesion areas, of an image; other areas are then processed in blocks and analyzed for texture complexity. Next, our reversible datahiding algorithm is used to embed the contents from the lesion areas into a high-texture area, and the Arnold transformation is performed to protect the original lesion information. In addition to this, we use the ciphertext of the basic information about the image and the decryption parameter to generate the Quick Response (QR) Code to replace the original key regions. Consequently, only authorized customers can obtain the encryption key to extract information from encrypted images. Experimental results show that our algorithm can not only restore the original image without information loss, but also safely transfer the medical image copyright and patient-sensitive information.

Keyword:

image segmentation key region QR code reversible data hiding selective encryption texture complexity

Community:

  • [ 1 ] [Li, Jian]Qilu Univ Technol, Shandong Acad Sci, Shandong Prov Key Lab Comp Networks, Jinan, Peoples R China
  • [ 2 ] [Zhang, Zelin]Qilu Univ Technol, Shandong Acad Sci, Shandong Prov Key Lab Comp Networks, Jinan, Peoples R China
  • [ 3 ] [Ma, Bin]Qilu Univ Technol, Shandong Acad Sci, Shandong Prov Key Lab Comp Networks, Jinan, Peoples R China
  • [ 4 ] [Yang, Meihong]Qilu Univ Technol, Shandong Acad Sci, Shandong Prov Key Lab Comp Networks, Jinan, Peoples R China
  • [ 5 ] [Li, Shengyu]Univ S Alabama, Sch Comp, Mobile, AL 36688 USA
  • [ 6 ] [Benton, Ryan]Univ S Alabama, Sch Comp, Mobile, AL 36688 USA
  • [ 7 ] [Kasukurthi, Mohan Vamsi]Univ S Alabama, Sch Comp, Mobile, AL 36688 USA
  • [ 8 ] [Li, Dongqi]Univ S Alabama, Sch Comp, Mobile, AL 36688 USA
  • [ 9 ] [Tan, Shaobo]Univ S Alabama, Sch Comp, Mobile, AL 36688 USA
  • [ 10 ] [Huang, Jingshan]Univ S Alabama, Sch Comp, Mobile, AL 36688 USA
  • [ 11 ] [Huang, Yulong]Univ S Alabama, Coll Allied Hlth Profess, Mobile, AL USA
  • [ 12 ] [Lin, Jingwei]Fuzhou Univ, Ocean Sch, Fuzhou, Peoples R China
  • [ 13 ] [Borchert, Glen M.]Univ S Alabama, Dept Pharmacol, Mobile, AL USA

Reprint 's Address:

  • [Ma, Bin]Qilu Univ Technol, Shandong Acad Sci, Shandong Prov Key Lab Comp Networks, Jinan, Peoples R China;;[Yang, Meihong]Qilu Univ Technol, Shandong Acad Sci, Shandong Prov Key Lab Comp Networks, Jinan, Peoples R China;;[Huang, Jingshan]Univ S Alabama, Sch Comp, Mobile, AL 36688 USA

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Source :

2019 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM)

ISSN: 2156-1125

Year: 2019

Page: 1526-1530

Language: English

Cited Count:

WoS CC Cited Count: 2

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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