Novel Quaternion Orthogonal Fourier-Mellin Moments Using Optimized Factorial Calculation

被引:0
|
作者
Wang, Chunpeng [1 ,2 ]
Chen, Long [1 ,2 ]
Xia, Zhiqiu [1 ,2 ]
Li, Jian [1 ,2 ]
Li, Qi [1 ,2 ]
Wei, Ziqi [3 ]
Wang, Changxu [4 ]
Han, Bing [1 ,2 ]
机构
[1] Qilu Univ Technol Shandong Acad Sci, Shandong Comp Sci Ctr, Key Lab Comp Power Network & Informat Secur, Minist Educ,Shandong Acad Sci, Jinan, Peoples R China
[2] Shandong Fundamental Res Ctr Comp Sci, Shandong Prov Key Lab Comp Networks, Jinan, Peoples R China
[3] Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
[4] Univ Teknol Malaysia, Fac Comp, Johor Baharu, Malaysia
基金
中国国家自然科学基金;
关键词
Zero-watermarking; Quaternions; Orthogonal Fourier-Mellin moments; Factorial operations; Digital image processing; ISnformation security; IMAGE-ANALYSIS;
D O I
10.1007/978-981-97-2585-4_19
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper provides an in-depth discussion on the application of quaternion orthogonal Fourier-Mellin Moments (QOFMM) in the field of digital image processing, and proposes a novel method of factorial operation aiming to optimize its computational efficiency and accuracy. In addition, this paper focuses on the importance of zero-watermark technology in the field of information security. QOFMM is an advanced feature mention technique, which is particularly applicable to the field of digital image processing and information security. In this technique, the factorial operation plays a key role. However, traditional factorial computation methods may encounter efficiency bottlenecks when dealing with large data, thus affecting the overall performance. To address this issue, this study proposes an innovative method for factorial operation, which performs factorial operation by improving the radial basis function computation strategy, aiming to reduce the computational complexity and enhance the computational accuracy. To verify the effectiveness of the proposed method, we compare it with existing methods of factorial computation. The experimental results show that the new method significantly improves both processing speed and computational capability. Overall, this paper provides a new QOFMM optimization strategy, which not only improves the computational efficiency and accuracy but also brings a new research direction to the field of digital image processing and zero-watermarking technology.
引用
收藏
页码:262 / 276
页数:15
相关论文
共 50 条
  • [41] Palmprint recognition using Fourier-Mellin transformation based registration method
    Li, L
    Yang, X
    Hi, YL
    Tian, T
    AUDIO AND VIDEO BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2005, 3546 : 730 - 738
  • [42] InSAR image co-registration using the Fourier-Mellin transform
    Abdelfattah, R
    Nicolas, JM
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2005, 26 (13) : 2865 - 2876
  • [43] Unsupervised matching of visual landmarks for robotic homing using Fourier-Mellin transform
    Cassinis, R
    Duina, D
    Inelli, S
    Rizzi, A
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2002, 40 (2-3) : 131 - 138
  • [44] Unsupervised matching of visual landmarks for robotic homing using Fourier-Mellin transform
    Rizzi, A
    Duina, D
    Inelli, S
    Cassinis, R
    INTELLIGENT AUTONOMOUS SYSTEMS 6, 2000, : 455 - 462
  • [45] INVARIANT PATTERN-RECOGNITION USING FOURIER-MELLIN TRANSFORMS AND NEURAL NETWORKS
    SHENG, YL
    LEJEUNE, C
    JOURNAL OF OPTICS-NOUVELLE REVUE D OPTIQUE, 1991, 22 (05): : 223 - 228
  • [46] Fingerprint matching using phase-only correlation and Fourier-Mellin transforms
    Zhang, Jianxin
    Ou, Zongying
    Wei, Honglei
    ISDA 2006: SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 2, 2006, : 379 - +
  • [47] Detection of magnification, rotation, and parallel translation using Hough and Fourier-Mellin transforms
    Onishi, H
    Suzuki, H
    OPTICAL PATTERN RECOGNITION VIII, 1997, 3073 : 244 - 254
  • [48] Invariant content-based image retrieval using the Fourier-Mellin transform
    Milanese, R
    Cherbuliez, M
    Pun, T
    INTERNATIONAL CONFERENCE ON ADVANCES IN PATTERN RECOGNITION, 1999, : 73 - 82
  • [49] Detection of human faces in complex scene images by use of a skin color model and of invariant Fourier-Mellin moments
    Terrillon, JC
    David, M
    Akamatsu, S
    FOURTEENTH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1 AND 2, 1998, : 1350 - 1355
  • [50] Classification of rotated and scaled textures using HMHV spectrum estimation and the Fourier-Mellin Transform
    Alata, O
    Cariou, C
    Ramananjarasoa, C
    Najim, M
    1998 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL 1, 1998, : 53 - 56