Feature Recognition Based on Neural Network

被引:0
|
作者
Yi, Rongqing [1 ]
Li, Wenhui [1 ]
Wang, Duo [1 ]
Yuan, Hua [1 ]
机构
[1] Jilin Univ, Minist Educ, Key Lab Symbol Comp & Knowledge Engn, Changchun 130012, Peoples R China
关键词
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
An efficient methodology for recognizing features is presented. The part information is taken from the B-rep solid date library then broken down into sub-graph. Once the sub-graphs are generated, they are first checked to see whether they match with the predefined feature library. If so, a feature vector is assigned to them. Otherwise, base faces are obtained as heuristic information and used to restore missing faces, meanwhile, update the sub-graphs. The sub-graphs are transformed into vectors, and these vectors are presented to the neural network which classifies them into feature classes.
引用
收藏
页码:983 / 987
页数:5
相关论文
共 50 条
  • [1] A feature recognition system based on neural network technique
    Park, HG
    Oh, CJ
    Kim, H
    Lee, GS
    Baek, JM
    [J]. 4TH WORLD CONGRESS OF EXPERT SYSTEMS, VOL 1 AND 2: APPLICATION OF ADVANCED INFORMATION TECHNOLOGIES, 1998, : 880 - 885
  • [2] Feature Recognition based on Graph decomposition and Neural Network
    Yi RongQing
    Li WenHui
    Duo, Wang
    Hua, Yuan
    [J]. THIRD 2008 INTERNATIONAL CONFERENCE ON CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY, VOL 2, PROCEEDINGS, 2008, : 864 - 868
  • [3] Network Traffic Threat Feature Recognition Based on a Convolutional Neural Network
    Yang, Gao
    Gopalakrishnan, Anilkumar Kothalil
    [J]. 2019 11TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SMART TECHNOLOGY (KST), 2019, : 170 - 174
  • [4] Feature-based environmental issues:: neural network-based feature recognition
    Öztürk, F
    Öztürk, N
    [J]. INTERNATIONAL JOURNAL OF VEHICLE DESIGN, 1999, 21 (2-3) : 190 - 204
  • [5] Jamming Recognition Based on Feature Fusion and Convolutional Neural Network
    Sitian Liu
    Chunli Zhu
    [J]. Journal of Beijing Institute of Technology, 2022, (02) : 169 - 177
  • [6] Feature recognition based on self-organized neural network
    College of Computer Science and Technology, Jilin University, Changchun 130012, China
    不详
    [J]. Jilin Daxue Xuebao (Gongxueban), 2009, 1 (148-153):
  • [7] Face Recognition Based on Neural Network Ensemble and Feature Fusion
    Dong, Jiwen
    Zhao, Lei
    Zhang, Liang
    [J]. 2013 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST), 2013, : 59 - 62
  • [8] A Convolutional Neural Network Based on Feature Fusion for Face Recognition
    Wang Jiaxin
    Lei Zhichun
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (10)
  • [9] Button recognition with texture feature based on spiking neural network
    Zhang, Zhenmin
    Wu, Qingxiang
    Lai, Xiaoyan
    Lin, Xiufang
    [J]. JOURNAL OF ENGINEERING-JOE, 2018, (16): : 1692 - 1697
  • [10] Jamming Recognition Based on Feature Fusion and Convolutional Neural Network
    Liu, Sitian
    Zhu, Chunli
    [J]. Journal of Beijing Institute of Technology (English Edition), 2022, 31 (02): : 169 - 177