A Sub-pixel Feature Extraction Method for CT Image Based on Zernike Moments

被引：0
|
作者：
Fang, Yinghan [1 ]
Xiao, Huiming [2 ]
Wang, Beilei [2 ]
机构：
[1] Shenyang Ligong Univ, 6 Nan Ping Zhong Lu, Shenyang 110159, Liao Ning, Peoples R China
[2] Northeastern Univ, Multimedia Med Informat Technol Lab, Shenyang, Peoples R China
来源：
2ND IEEE INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER CONTROL (ICACC 2010), VOL. 3 | 2010年
关键词：
Sobel operator; Zernike moments; Sub-pixel; feature extraction;
D O I：
10.1109/ICACC.2010.5487141
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 will combine Sobel operator with Zernike moments operator to extract the sub-pixel edge feature for liver CT images. Sobel operator can effectively smooth the noise, provide more intact edge feature, then propose a limited non-optimal suppression improved method based on the Zernike moments. By a large number of experiments, improved method increases the accuracy of feature extraction, besides the speed of extraction is very fast.
引用
收藏
页码：539 / 542
页数：4
相关论文
共 50 条
  • [1] A sub-pixel edge detection algorithm based on Zernike moments
    Wei, B. Z.
    Zhao, Z. M.
    IMAGING SCIENCE JOURNAL, 2013, 61 (05): : 436 - 446
  • [2] Improved Algorithm for Sub-pixel Edge Detection Based on Zernike Moments
    Zhao, Baoyong
    Qi, Yingjian
    MATERIAL AND MANUFACTURING TECHNOLOGY II, PTS 1 AND 2, 2012, 341-342 : 763 - +
  • [3] The Sub-pixel Edge Detection Based on Improved Zernike Moment for Brain CT Image
    You, Ye
    INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION TECHNOLOGY AND INTELLECTUALIZATION (ICEITI 2016), 2016, : 123 - 128
  • [4] Sub-pixel detection of screw tooth profile based on improved Zernike moments
    Xu, Yang
    Wang, Xiao
    Zhong, Peisi
    Bi, Yanzhi
    Liu, Mei
    Ge, Weiwei
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON ALGORITHMS, SOFTWARE ENGINEERING, AND NETWORK SECURITY, ASENS 2024, 2024, : 571 - 574
  • [5] Sub-Pixel Edge Detection Method Based on Zernike Moment
    Mai, Jiang
    Ning, Ma
    2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 3673 - 3676
  • [6] An adaptive sub-pixel edge detection method based on improved Zernike moment
    Mo J.
    Yan H.
    Liu J.
    International Journal of Wireless and Mobile Computing, 2022, 22 (02): : 140 - 147
  • [7] Sub-pixel Gear Parameter Measurement Based on Zernike Moment
    Li, Yangyang
    Huang, Dagui
    Wu, Xian'gang
    Huang, Silei
    Huang, Siyuan
    Li, Youcheng
    Zhou, Xunkuai
    2019 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA), 2019, : 2342 - 2347
  • [8] Sub-pixel Location of Center of Target Based on Zernike Moment
    Liang Bo
    Dong Mingli
    Wang Jun
    Yan Bixi
    6TH INTERNATIONAL SYMPOSIUM ON PRECISION ENGINEERING MEASUREMENTS AND INSTRUMENTATION, 2010, 7544
  • [9] Sub-pixel level image edge detection algorithm based on Franklin moments
    Wu Y.
    Zou Y.
    Liu Z.
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2019, 40 (05): : 221 - 229
  • [10] Sub-pixel edge detection method based on improved morphological gradient and Zernike moment
    Wei, Benzheng
    Zhao, Zhimin
    Hua, Jin
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2010, 31 (04): : 838 - 844
12345