Subspace Pattern Recognition Method for Brain Stroke Detection

被引:5
|
作者
Wu, Yizhi [1 ]
Xu, Xieyun [1 ]
Zhu, Ming-Da [1 ]
机构
[1] Donghua Univ, Coll Informat Sci & Technol, Engn Res Ctr Digitized Text & Fash Technol, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.2528/PIERL16091001
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
\Brain stroke is a serious disease and one of the major causes of death. Stroke detection based on the frequently studied microwave imaging method is computation-intensive and not always reliable. This paper presents a stroke-detection scheme based on subspace classification technique. Specifically, the stroke is detected and located by using the intersection of the positive antenna lines, i.e. connecting the transmitter and receiver. The numerical results show that the proposed method can detect and locate blood clots efficiently.
引用
收藏
页码:119 / 126
页数:8
相关论文
共 50 条
  • [41] A method of Biomimetic Pattern Recognition for face recognition
    Wang, ZH
    Mo, HY
    Lu, HX
    Wang, SJ
    PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4, 2003, : 2216 - 2221
  • [42] A method of Biomimetic Pattern Recognition for speaker recognition
    Qian, Bo
    Li, Yanping
    Xu, Limin
    Tang, Zhenmin
    IIH-MSP: 2006 INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PROCEEDINGS, 2006, : 317 - +
  • [43] PATTERN RECOGNITION OF FUNCTIONAL BRAIN NETWORKS
    Fan, Yong
    Davatzikos, Christos
    2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 6309 - 6313
  • [44] Method of biomimetic pattern recognition for face recognition
    Wang, Zhihai
    Zhao, Zhanqiang
    Wang, Shoujue
    Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2004, 17 (01):
  • [45] Pattern to brain's recognition of stimuli
    不详
    CHEMISTRY & INDUSTRY, 2002, (23) : 4 - 4
  • [46] Automated face recognition using adaptive subspace method
    Peng, H
    Rong, G
    Bian, ZQ
    INFORMATION INTELLIGENCE AND SYSTEMS, VOLS 1-4, 1996, : 88 - 92
  • [47] Speaker recognition using kernel mutual subspace method
    Ichino, M
    Sakano, H
    Komatsu, N
    2004 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1-3, 2004, : 397 - 402
  • [48] Face recognition with the multiple constrained mutual subspace method
    Nishiyama, M
    Yamaguchi, O
    Fukui, K
    AUDIO AND VIDEO BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2005, 3546 : 71 - 80
  • [49] Pattern recognition method in medicine
    Chereshnev, VA
    Mazurov, VD
    Yurchenko, LN
    Gusev, EY
    Kim, AV
    RUSSIAN JOURNAL OF NUMERICAL ANALYSIS AND MATHEMATICAL MODELLING, 2004, 19 (04) : 281 - 292
  • [50] A Discriminant Subspace Learning Based Face Recognition Method
    Mei, Mengqing
    Ghuang, Jianzhon
    Xiong, Weiwei
    IEEE ACCESS, 2018, 6 : 13050 - 13056