IMAGE RETRIEVAL ALGORITHM BASED ON DISCRETE FRACTIONAL TRANSFORMS

被引:2
|
作者
Jindal, Neeru [1 ]
Singh, Kulbir [1 ]
机构
[1] Thapar Univ, Dept ECE, Patiala 147004, Punjab, India
关键词
discrete fractional transforms; image retrieval; mean square error; relative error; security; FOURIER-TRANSFORM; ENCRYPTION;
D O I
10.2478/jee-2013-0036
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The discrete fractional transforms is a signal processing tool which suggests computational algorithms and solutions to various sophisticated applications. In this paper, a new technique to retrieve the encrypted and scrambled image based on discrete fractional transforms has been proposed. Two-dimensional image was encrypted using discrete fractional transforms with three fractional order and two random phase masks placed in the two intermediate planes. The significant feature of discrete fractional transforms benefits from its extra degree of freedom that is provided by its fractional orders. Security strength was enhanced (1024!)(4) times by scrambling the encrypted image. In decryption process, image retrieval is sensitive for both correct fractional order keys and scrambling algorithm. The proposed approach make the brute force attack infeasible. Mean square error and relative error are the recital parameters to verify validity of proposed method.
引用
收藏
页码:250 / 255
页数:6
相关论文
共 50 条
  • [1] Image Watermarking Based on Various Discrete Fractional Fourier Transforms
    Tsai, Fong-Maw
    Hsue, Wen-Liang
    DIGITAL-FORENSICS AND WATERMARKING, IWDW 2014, 2015, 9023 : 135 - 144
  • [2] Image Watermarking Based on Discrete Fractional Fourier Transforms With Multiple Parameters
    Chiu, Wei-Ting
    Tai, Yu
    Hsue, Wen-Liang
    2017 13TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2017, : 2687 - 2693
  • [3] Image Encryption Based on Random Fractional Discrete Cosine and Sine Transforms
    Zhao, Hui
    Ran, Qiwen
    Ge, Guixia
    Ma, Jing
    Tan, Liying
    PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL I, 2009, : 804 - 808
  • [4] Image and video processing using discrete fractional transforms
    Jindal, Neeru
    Singh, Kulbir
    SIGNAL IMAGE AND VIDEO PROCESSING, 2014, 8 (08) : 1543 - 1553
  • [5] Image and video processing using discrete fractional transforms
    Neeru Jindal
    Kulbir Singh
    Signal, Image and Video Processing, 2014, 8 : 1543 - 1553
  • [6] Image Retrieval Based on Discrete Fractional Fourier Transform Via Fisher Discriminant
    Zhang, Xiao-Zhi
    Ling, Bingo Wing-Kuen
    Lun, Daniel Pak-Kong
    Cao, Jiangzhong
    Dai, Qingyun
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2017, 36 (05) : 2012 - 2030
  • [7] Image Retrieval Based on Discrete Fractional Fourier Transform Via Fisher Discriminant
    Xiao-Zhi Zhang
    Bingo Wing-Kuen Ling
    Daniel Pak-Kong Lun
    Jiangzhong Cao
    Qingyun Dai
    Circuits, Systems, and Signal Processing, 2017, 36 : 2012 - 2030
  • [8] Sliding discrete fractional transforms
    Bhat, J. S.
    Vijaya, C.
    SIGNAL PROCESSING, 2008, 88 (02) : 247 - 254
  • [9] Fractional discrete Fourier transforms
    Center for Applied Optical Sciences, Department of Physics, Alabama A and M University, P.O. Box 1268, Normal, AL 35762, United States
    Opt. Lett., 18 (1430-1432):
  • [10] Fractional discrete Fourier transforms
    Deng, ZT
    Caulfield, HJ
    Schamschula, M
    OPTICS LETTERS, 1996, 21 (18) : 1430 - 1432