The Application of BP Neural Network in Leukocyte Classification Recognition

被引：0
|
作者：
Wang, Shuo [1 ]
Zhao, Lijuan [2 ]
Zhang, Yong [1 ]
Liu, Deyi [2 ]
机构：
[1] Martial Delegate Grp Changzhi Reg, Taiyuan, Shanxi, Peoples R China
[2] Huaihai Ind Grp Co LTD, Changzhi, Shanxi, Peoples R China
来源：
2ND INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND INDUSTRIAL AUTOMATION (ICITIA 2017) | 2017年
关键词：
ALGORITHM; FUSION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Artificial neural network is the most widely used and most mature technology in artificial intelligence information fusion; classification recognition is one of the main application. In this article, the 6-13-6 three layer BP neural network classifier is designed for white blood cell image, and the BP network is trained and simulated by using the feature data extracted from the white blood cell image. The simulation results show that the classifier can classify the cells rapidly and accurately.
引用
收藏
页码：6 / 12
页数：7
相关论文
共 50 条
  • [41] Musical Emotion Recognition Based On BP Neural Network
    Wang, Feifei
    [J]. 2011 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED INDUSTRIAL DESIGN & CONCEPTUAL DESIGN, VOLS 1 AND 2: NEW ENGINES FOR INDUSTRIAL DESIGN: INTELLIGENCE - INTERACTION - SERVICES, 2011, : 735 - 738
  • [42] Human Behavior Recognition Based on BP Neural Network
    Liu, Hongli
    Tu, Liang
    Chen, Tao
    Xie, Chengcheng
    Xiao, Julan
    Chen, Ying
    [J]. PROCEEDINGS OF THE 2021 CROSS STRAIT RADIO SCIENCE AND WIRELESS TECHNOLOGY CONFERENCE (CSRSWTC), 2021, : 64 - 66
  • [43] Fault recognition based on improved BP neural network
    Han, WL
    Zhang, YD
    [J]. COMPUTER APPLICATIONS IN THE MINERALS INDUSTRIES, 2001, : 163 - 166
  • [44] Recognition of industrial parts based on BP neural network
    Liu, B
    Jiang, LF
    Shi, LH
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 2, 2002, : 794 - 798
  • [45] Handwritten Character Recognition Based on BP Neural Network
    Wang, Xin
    Huang, Ting-lei
    Liu, Xiao-yu
    [J]. THIRD INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING, 2009, : 520 - 524
  • [46] The Trunk of The Image Recognition Based on BP Neural Network
    Shao, Lei
    Mu, Yi
    Liu, Jun
    Dong, Guoling
    Liu, Hongli
    Guo, Peng
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (IEEE ICMA 2014), 2014, : 1800 - 1805
  • [47] BP-Neural Network for Plate Number Recognition
    Wang, Jia
    Yan, Wei Qi
    [J]. INTERNATIONAL JOURNAL OF DIGITAL CRIME AND FORENSICS, 2016, 8 (03) : 34 - 45
  • [48] Pattern classification by a Gibbsian Kohonen neural network with an application to Arabic character recognition
    Mezghani, N.
    Mitiche, A.
    [J]. 2008 FIRST INTERNATIONAL WORKSHOPS ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA), 2008, : 238 - +
  • [49] Application of BP Neural Network in the Reliability Prediction
    Jiang Wei
    Zhang Meng
    Chen Zhi-ling
    Liu Yun
    Li Ning
    [J]. FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE II, PTS 1-6, 2012, 121-126 : 3814 - 3818
  • [50] Research and Application on BP Neural Network Algorithm
    Yan, Zhao
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL INDUSTRIAL INFORMATICS AND COMPUTER ENGINEERING CONFERENCE, 2015, : 1444 - 1447
12345