Curvelet-based Bilinear Interpolation Method for Low-dose CTa

被引:0
|
作者
Meng, Bo [1 ]
Jiang, Huiqin [1 ]
Liu, Zhanwei [1 ]
Wang, Zhongyong [1 ]
Liu, Yumin [1 ]
机构
[1] Zhengzhou Univ, Sch Informat Engn, Zhengzhou 450001, Peoples R China
关键词
Low-dose CT; Curvelet Transform; Bilinear interpolation; Cycle spinning;
D O I
10.1117/12.2030550
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper, a curvelet-based noise suppression bilinear interpolation method for low-dose CT images is proposed. Curvelets provide a multidirectional and multiscale decomposition that has been mathematically shown to represent distributed discontinuities such as edges better than traditional wavelets. Because the traditional linear interpolation results in boundary fuzziness in interpolated images, combined with the advantages of curvelet transform, here we propose a curvelet-based modified bilinear interpolation to improve the accuracy of interpolation. Extensive experiments indicate that the proposed method can effectively improve the quality of the obtained target image based on low-dose CT images and the produced slice image is similar to original slice image.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] LINEAR INTERPOLATION ALGORITHM FOR LOW-DOSE RISK ASSESSMENT OF TOXIC-SUBSTANCES
    GAYLOR, DW
    KODELL, RL
    JOURNAL OF ENVIRONMENTAL PATHOLOGY AND TOXICOLOGY, 1980, 4 (5-6) : 305 - 312
  • [22] A novel denoising method for low-dose CT images based on transformer and CNN
    Zhang, Ju
    Shangguan, Zhibo
    Gong, Weiwei
    Cheng, Yun
    COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 163
  • [23] Low-Dose CT Image Denoising Method Based on Convolutional Neural Network
    Zhang Yungang
    Yi Benshun
    Wu Chenyue
    Feng Yu
    ACTA OPTICA SINICA, 2018, 38 (04)
  • [24] INITIATION OF ORAL ANTICOAGULATION BY A NEW LOW-DOSE METHOD
    OREILLY, RA
    AGGELER, PM
    KOWITZ, PE
    KROPATKI.M
    LEONG, LS
    CIRCULATION, 1965, 32 (4S2) : 166 - &
  • [25] Low-Dose CT Blind Restoration Method Based on SBL-RNAMBO Algorithm
    Liu X.
    Teng J.
    Fei T.
    Sun Y.
    Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/Journal of Tianjin University Science and Technology, 2021, 54 (10): : 1076 - 1085
  • [26] A Model-Based Unsupervised Deep Learning Method for Low-Dose CT Reconstruction
    Liang, Kaichao
    Zhang, Li
    Yang, Hongkai
    Chen, Zhiqiang
    Xing, Yuxiang
    IEEE ACCESS, 2020, 8 : 159260 - 159273
  • [27] An effective bilinear interpolation-based iterative chroma subsampling method for color images
    Chung, Kuo-Liang
    Chen, Szu-Ni
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (22) : 32191 - 32213
  • [28] An effective bilinear interpolation-based iterative chroma subsampling method for color images
    Kuo-Liang Chung
    Szu-Ni Chen
    Multimedia Tools and Applications, 2022, 81 : 32191 - 32213
  • [29] INTERPOLATION METHOD, BASED ON DOUBLE FOURIER EXPANSION, FOR CALCULATION OF ATMOSPHERIC KINETIC-ENERGY SPECTRA, COMPARED WITH BILINEAR INTERPOLATION
    BAEDE, APM
    KUIPERS, WJA
    REIFF, J
    JOURNAL OF THE ATMOSPHERIC SCIENCES, 1976, 33 (05) : 764 - 767
  • [30] Multiscale Wiener Filtering Method For Low-Dose CT Images
    Ke, Li
    Zhang, Rendong
    2010 3RD INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI 2010), VOLS 1-7, 2010, : 428 - 431