A new and effective method for setting parameters of ICM (intersecting cortical model)

被引:0
|
作者
Yu, Ruixing [1 ]
Meng, Lixun [1 ]
机构
[1] College of Astronautics, Northwestern Polytechnical University, Xi'an 710072, China
来源
Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University | 2012年 / 30卷 / 02期
关键词
Reliability analysis - Efficiency - Correlation methods - Image processing;
D O I
暂无
中图分类号
学科分类号
摘要
In identifiying targets, the parameters of the ICM model need to be set manually. So we propose what we believe to be a new and effective method for setting the parameters, which is explained in sections 1 and 2 of the full paper. Section 1 briefs the ICM. Subsections 2. 1 deals with the error function, which is based on correlation coefficients, and the ICM parameteer setting procedures based on gradient descent; subsection 2. 2 gives a 3-step calculation procedure for adaptively setting the ICM parameters in accordance with different input images. Section 3 uses three numerical examples to verify the effectiveness of our method; the simulation results, given in Figs. 1 through 3 and Tables 1 and 2, and their analysis show preliminarily that our new method has slightly higher target recognition rate than the method mentioned in Ref. 11 and can indeed effectively set the ICM parameters and enhance the reliability and efficiency of the ICM.
引用
收藏
页码:201 / 205
相关论文
共 50 条
  • [1] A New Image Segmentation Method Based on Modified Intersecting Cortical Model
    Niu, Jianwei
    Shen, Sisi
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 1644 - 1647
  • [2] A Novel Intersecting Cortical Model Based Adaptive Parameter Setting and Segmentation Method for Waveform Images
    Sirur, Kedir Kamu
    Peng, Ye
    Zhang Qinchuan
    2019 IEEE 11TH INTERNATIONAL CONFERENCE ON COMMUNICATION SOFTWARE AND NETWORKS (ICCSN 2019), 2019, : 145 - 153
  • [3] The intersecting cortical model in image processing
    Ekblad, U
    Kinser, JM
    Atmer, J
    Zetterlund, N
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2004, 525 (1-2): : 392 - 396
  • [4] A novel method for iris feature extraction based on intersecting cortical model network
    Xu G.
    Zhang Z.
    Ma Y.
    Journal of Applied Mathematics and Computing, 2008, 26 (1-2) : 341 - 352
  • [5] Implementation of the centripetal autowave in an intersecting cortical model
    Gao, S. (gaoshan1114@126.com), 2013, Science Press (40):
  • [6] Image processing using intersecting cortical model
    School of Information Science and Engineering, Lanzhou University, Lanzhou 730000, China
    Beijing Youdian Daxue Xuebao, 2009, 4 (40-45):
  • [7] Plant Recognition Based on Intersecting Cortical Model
    Wang, Zhaobin
    Sun, Xiaoguang
    Ma, Yide
    Zhang, Hongjuan
    Ma, Yurun
    Xie, Weiying
    Wang, Zhaobin
    Zhang, Yaonan
    PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2014, : 975 - 980
  • [8] A kind of Image De-noising Method Based on Improved Intersecting Cortical Model
    Zhu, Bo
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING, INFORMATION SCIENCE & APPLICATION TECHNOLOGY (ICCIA 2016), 2016, 56 : 311 - 316
  • [9] An intersecting cortical model based framework for human face recognition
    Mahgoub, Ahmed G.
    Ebeid, Amira A.
    Abdel-Baky, Hossam-El-Deen M.
    El-Badawy, El-Sayed A.
    WMSCI 2007 : 11TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL V, POST CONFERENCE ISSUE, PROCEEDINGS, 2007, : 126 - 130
  • [10] Single image shadow detection based on intersecting cortical model
    Li, Cheng
    Sun, Lu
    Tian, Run-Lan
    Bi, Du-Yan
    Zidonghua Xuebao/Acta Automatica Sinica, 2014, 40 (12): : 2887 - 2898