Medical Image Zooming Algorithm Based on Bivariate Rational Interpolation

被引:0
|
作者
Gao, Shanshan [1 ,2 ]
Zhang, Caiming [1 ,2 ]
Zhang, Yunfeng [2 ]
Zhou, Yuanfeng [1 ]
机构
[1] Shandong Univ, Sch Comp Sci & Technol, Jinan, Peoples R China
[2] Shandong Econ Univ, Sch Comp Sci & Technol, Jinan, Peoples R China
来源
ADVANCES IN VISUAL COMPUTING, PT II, PROCEEDINGS | 2008年 / 5359卷
关键词
Bivariate rational interpolating spline; CT image; Image processing; Image zooming; Region sampling;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new method for image processing, especially for image zooming by bivariate rational interpolation based on function values is presented. Suppose that the given data points of an image are sampled from an original surface, then the continuous interpolation surface is constructed based on rational spline to fit the original surface. The image resized can be obtained just by resampling on the interpolation surface. The new method produces pictures with higher precision, which is useful in 2D CT image resizing. According to the special property of CT image, the value of new resampling data point can be taken from a region. The experimentations show that the proposed method can maintain clear border of zoomed image and hence offer more detail information in real application for doctors. The algorithm is simple and efficient in computation.
引用
收藏
页码:672 / +
页数:2
相关论文
共 50 条
  • [21] Adaptive Image Zooming Based on Bilinear Interpolation and VQ Approximation
    Hu, Yu-Chen
    Chen, Wu-Lin
    Zeng, Jun-Rong
    SIGNAL PROCESSING, IMAGE PROCESSING AND PATTERN RECOGNITION, 2011, 260 : 310 - 319
  • [22] WENO based adaptive image zooming algorithm
    Crnkovic, Bojan
    Skific, Jerko
    Bosner, Tina
    APPLIED MATHEMATICS AND COMPUTATION, 2025, 492
  • [23] Image interpolation based on bivariate local polynomial fitting
    Su, L. (cloudhopping@163.com), 1600, Binary Information Press (10):
  • [24] Medical Image Demosaicing Based Design of Newton Gregory Interpolation Algorithm
    Kannan, E. P.
    Vinsley, S. S.
    Chithra, T., V
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 34 (03): : 1675 - 1691
  • [25] Interpolation Algorithm Research for Medical Image Registration
    Li, Jing-yu
    Liu, Ya-na
    Hao, Li-guo
    Mu, Wei-bin
    3RD INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE AND TECHNOLOGY EDUCATION (ICSSTE 2017), 2017, : 696 - 702
  • [26] Bivariate composite vector valued rational interpolation
    Tan, JQ
    Tang, S
    MATHEMATICS OF COMPUTATION, 2000, 69 (232) : 1521 - 1532
  • [27] A new bivariate interpolation by rational triangular patch
    Sun, Qinghua
    Bao, Fangxun
    Zhang, Yunfeng
    Duan, Qi
    JOURNAL OF COMPUTATIONAL ANALYSIS AND APPLICATIONS, 2013, 15 (04) : 633 - 646
  • [28] Constrained univariate and bivariate rational fractal interpolation
    Reddy, K. M.
    Chand, A. K. B.
    INTERNATIONAL JOURNAL FOR COMPUTATIONAL METHODS IN ENGINEERING SCIENCE & MECHANICS, 2019, 20 (05): : 404 - 422
  • [29] Image Zooming by Curvature Interpolation and Iterative Refinement
    Cha, Youngjoon
    Lee, Gi Yun
    Kim, Seongjai
    SIAM JOURNAL ON IMAGING SCIENCES, 2014, 7 (02): : 1284 - 1308
  • [30] An algorithm for best rational approximation based on barycentric rational interpolation
    Clemens Hofreither
    Numerical Algorithms, 2021, 88 : 365 - 388