A data pre-processing method based on multi-threshold

被引:0
|
作者
Su-bida [1 ,2 ]
Wang-shuhua [2 ]
Wang-Jingfeng [2 ]
Zhong-Hua [2 ]
Deng-Rong [2 ]
Hua-Hao [2 ]
Yang-suhui [1 ]
机构
[1] Beijing Inst Technol, Beijing 100081, Peoples R China
[2] Sci & Technol Optic Radiat Lab, Beijing 100854, Peoples R China
关键词
Scattering data; multi-threshold; data pre-processing;
D O I
10.1117/12.2071064
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
There always are some breakpoints and bifurcation points in measured data of target radiation and scattering characteristics, which have a great impact on the data effectiveness. While among the existed pre-processing methods, the original bifurcation point becomes more prominent or makes a part of a signal. These pre-processing methods will have an effect on subsequent extraction and recognition for features. A data pre-processing method based on multi-threshold which effectively removes the numerical singularity and enhances the signal to noise ratio without changing the original signal is given in this paper.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] A NEW METHOD FOR DATA PRE-PROCESSING
    RAISINGHANI, SC
    BILIMORIA, KD
    [J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1984, 7 (02) : 255 - 256
  • [2] Adaptive Object Selection Based on Multi-Threshold Image Processing
    Bogachev, M., I
    Markelov, A.
    Volkov, V. Yu
    [J]. 2019 WAVE ELECTRONICS AND ITS APPLICATION IN INFORMATION AND TELECOMMUNICATION SYSTEMS (WECONF), 2019,
  • [3] A data pre-processing method for web content mining based on XML
    Zhang, Zhonglin
    Chen, Zhi
    [J]. 2007 International Symposium on Computer Science & Technology, Proceedings, 2007, : 525 - 528
  • [4] A new multi-threshold segmentation method based on MHFFCM
    Wang, Zhenhua
    Chen, Jie
    Dou, Lihua
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION ACQUISITION, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2006, : 195 - 200
  • [5] A multi-threshold sampling method for TOF-PET signal processing
    Kim, H.
    Kao, C. M.
    Xie, Q.
    Chen, C. T.
    Zhou, L.
    Tang, F.
    Frisch, H.
    Moses, W. W.
    Choong, W. S.
    [J]. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2009, 602 (02): : 618 - 621
  • [6] The method of data pre-processing in grey information systems
    Wu, S. X.
    Liu, S. F.
    Li, M. Q.
    [J]. 2006 9TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1- 5, 2006, : 1988 - +
  • [7] Data Pre-Processing Method for Industrie 4.0 Applications
    Czwick, Cordula
    Anderl, Reiner
    [J]. 3RD INTERNATIONAL CONFERENCE ON INDUSTRY 4.0 AND SMART MANUFACTURING, 2022, 200 : 327 - 336
  • [8] Construction Research on Multi-threshold Segmentation based on Improved Otsu Threshold Method
    Wang, YanQing
    Zhuang, LuLu
    Shi, ChaoXia
    [J]. ADVANCED DEVELOPMENT OF ENGINEERING SCIENCE IV, 2014, 1046 : 425 - +
  • [9] Pre-processing of the speech data
    不详
    [J]. ROBUST ADAPTATION TO NON-NATIVE ACCENTS IN AUTOMATIC SPEECH RECOGNITION, 2002, 2560 : 15 - 19
  • [10] Pre-processing for data clustering
    Frigui, H
    [J]. NAFIPS 2004: ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, VOLS 1AND 2: FUZZY SETS IN THE HEART OF THE CANADIAN ROCKIES, 2004, : 967 - 972