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
  • [21] The generalized discrete fractional fourier transforms
    Oraintara, S
    2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 1185 - 1188
  • [22] Discrete fractional Hartley and Fourier transforms
    Pei, SC
    Tseng, CC
    Yeh, MH
    Shyu, JJ
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1998, 45 (06): : 665 - 675
  • [23] Double-image encryption algorithm based on discrete fractional angular transform and fractional Fourier transform
    Qiu, Tian
    Dai, Wei -Hua
    Chen, Su-Hua
    Zhou, Hang
    Gong, Li -Hua
    OPTICA APPLICATA, 2022, 52 (04) : 669 - 684
  • [24] Phase retrieval algorithm for turbulence-degraded image based on fractional Fourier transform
    Cao, Dong
    Jin, Gang
    An, Tao
    Liu, Lin-Yan
    Kongqi Donglixue Xuebao/Acta Aerodynamica Sinica, 2010, 28 (04): : 381 - 384
  • [25] Content Based Color Image Retrieval via Wavelet Transforms
    Latha, Y. M.
    Jinaga, B. C.
    Reddy, V. S. K.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2007, 7 (12): : 38 - 45
  • [26] Image encryption algorithm based on the multi-order discrete fractional Mellin transform
    Zhou, Nanrun
    Wang, Yixian
    Wu, Jianhua
    OPTICS COMMUNICATIONS, 2011, 284 (24) : 5588 - 5597
  • [27] Feature Based Image Retrieval Algorithm
    Nimi, P. U.
    Tripti, C.
    ADVANCES IN COMPUTING AND COMMUNICATIONS, PT 4, 2011, 193 : 46 - 55
  • [28] Multiparameter discrete transforms based on discrete orthogonal polynomials and their application to image watermarking
    Annaby, M. H.
    Ayad, H. A.
    Prestin, Juergen
    Rushdi, Muhammad A.
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2021, 99
  • [29] Color image encryption by using Arnold and discrete fractional random transforms in IHS space
    Guo, Qing
    Liu, Zhengjun
    Liu, Shutian
    OPTICS AND LASERS IN ENGINEERING, 2010, 48 (12) : 1174 - 1181
  • [30] A Robust Image Watermarking Scheme Based on Discrete Wavelet Transforms
    Esgandari, Rahim
    Khalili, Mehdi
    2015 2ND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED ENGINEERING AND INNOVATION (KBEI), 2015, : 988 - 992