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
  • [41] An edge directed interpolation algorithm based on regularization
    Ji, Cheng-Tao
    He, Xiao-Hai
    Fu, Yao-Qing
    Liang, Zi-Fei
    Qing, Lin-Bo
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2014, 36 (02): : 293 - 297
  • [42] A Novel Medical Image Blind Equalization Algorithm
    Li, Yanqin
    Zhang, Liyi
    Sun, Yunshan
    AASRI CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND BIOINFORMATICS, 2012, 1 : 371 - 376
  • [43] A comparison between the sampling Kantorovich algorithm for digital image processing with some interpolation and quasi-interpolation methods
    Costarelli, Danilo
    Seracini, Marco
    Vinti, Gianluca
    APPLIED MATHEMATICS AND COMPUTATION, 2020, 374 (374)
  • [44] A novel image zooming method based on sparse representation of Weber's law descriptor
    Wang, Liping
    Zhou, Shangbo
    Awudu, Karim
    Qi, Ying
    Lin, Xiaoran
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2017, 14 (01):
  • [45] Image Zooming Technique Based on the Split Bregman Iteration with Fractional Order Variation Regularization
    Wang, Liping
    Zhou, Shangbo
    Karim, Awudu
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2016, 13 (6A) : 944 - 950
  • [47] An Improved Multi Scale Medical Image Enhancement Algorithm
    Chen AiBin
    Sun XiaoJing
    Dong DeYi
    Liao Chao
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 8252 - 8255
  • [48] A Fast Image Reconstruction Algorithm using Significant Sample Point Selection and Linear Bivariate Splines
    Verma, Rohit
    Srivastava, Gaurav Kumar
    Mahrishi, Ruchika
    Rajesh, Siddavatam
    TENCON 2009 - 2009 IEEE REGION 10 CONFERENCE, VOLS 1-4, 2009, : 36 - +
  • [49] Research on the application of CNN algorithm based on chaotic recursive diagonal model in medical image processing
    Cheng D.
    Wang Z.
    Li J.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [50] Research on 3D Reconstruction Algorithm of Medical CT Image Based on Parallel Contour
    Zhao, Wei
    Wang, Lina
    IEEE SENSORS JOURNAL, 2020, 20 (20) : 11828 - 11835