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基于二维特征矩阵的特征融合算法 |
鲍必赛1, 伍健荣1, 楼晓俊1, 刘海涛1,2 |
1. 中国科学院 上海微系统与信息技术研究所 无线传感器网络与通信重点实验室, 上海 200050;
2. 无锡物联网产业研究院, 无锡 214135 |
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Feature fusion algorithm based on two-dimensional
feature matrix |
BAO Bi-sai1, WU Jian-rong 1, LOU Xiao-jun1, LIU Hai-tao1, 2 |
1. Key Lab of Wireless Sensor Network and Communication, Shanghai Institute of Microsystem and Information
Technology, Chinese Academy of Science, Shanghai 200050, China;
2. Wuxi SensingNet Industrialization Research Institute, Wuxi 214135, China |
引用本文:
鲍必赛, 伍健荣, 楼晓俊, 刘海涛. 基于二维特征矩阵的特征融合算法[J]. J4, 2012, 46(11): 2081-2088.
BAO Bi-sai, WU Jian-rong , LOU Xiao-jun, LIU Hai-tao. Feature fusion algorithm based on two-dimensional
feature matrix. J4, 2012, 46(11): 2081-2088.
链接本文:
http://www.zjujournals.com/eng/CN/10.3785/j.issn.1008-973X.2012.11.021
或
http://www.zjujournals.com/eng/CN/Y2012/V46/I11/2081
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[1] HALL D L, LLINAS J. Handbook of multisensor data fsuion [M]. New York: CRC Press, 2001: 33-66.
[2] MALHOTRA B, NIKOLAIDIS I, HARMS J. Distributed classification of acoustic taargets in wireless audiosensor networks \ [J\]. Computer Networks, 2008, 52(13): 2582-2593.
[3] BARDWAJ A A, ANANDARAJ M, KAPIL K, et al. Multi sensor data fusion methods using sensor data compression and estimated weights[C]∥ International Conference on Signal Processing, Communications and Networking, 2008. ICSCN’08. Chennai India:Madras Institute of Technology, Anna University, 2008,(4/6): 250-254.
[4] KUNCHEVA L I, BEZDEK J C, DUIN R P W. Decision templates for multiple classifier fusion: an experimental comparison \ [J\]. Pattern Recognition, 2001, 34(2): 299-314.
[5] PAN Qiang, WEI Jianming, CAO Hongbin, et al. Improved DS acousticseismic modality fusion for groundmoving target classification in wireless sensor networks \ [J\]. Pattern Recognition Letters, 2007, 28(16): 2419-2426.
[6] 曹红兵, 魏建明, 刘海涛. 无线传感网中多传感器特征融合算法研究 \ [J\]. 电子与信息学报, 2010, 32(1): 166-171.
CAO Hongbin, WEI Jianming, LIU Haitao. Research on multiSensor feature fusion algorithms in wireless sensor networks \ [J\]. Journal of Electronics & Information Technology, 2010, 32(1):166-171.
[7] ARNAZ M, ROBERT X G. PCAbased feature selection scheme for machine defect classification \ [J\]. IEEE Transactions on Instrumentation and Measurement, 2004, 53(6): 1517-1525.
[8] TURBANSAYAN G. Real time electromagnetic target classification using a novel feature extraction technique with PCAbased fusion \ [J\]. IEEE Transactions on Antennas and Propagation, 2005, 53(2): 766-776.
[9] MICHAEL B R, INDRA A. Classification and regionalization through kernel principal component analysis \ [J\]. Physics and Chemistry of the Earth, 2010(35): 316-328.
[10] SUN Bingyu, ZHANG Xiaoming, LI Jiuyong, et al. Feature fusion using locally linear embedding for classification \ [J\]. IEEE Transactions on Neural Networks, 2010, 21(1): 163-168.
[11] YANG Jian, YANG Jingyu. Generalized K–L transform based combined feature extraction \ [J\]. Pattern Recognition, 2002, 35(1): 295-297.
[12] YANG Jian, YANG Jingyu, ZHANG David, et al. Feature fusion: parallel strategy vs. serial strategy \ [J\]. Pattern Recognition, 2003, 36(6): 1369-1381.
[13] SUN Quansen, ZENG Shenggen, LIU Yan, et al. A new method of feature fusion and its application in image recognition \ [J\]. Pattern Recognition, 2005, 38(12): 2437-2448.
[14] YANG Jian, ZHANG David, Alejandro F F, et al. Twodimensional PCA: a new approach to appearancebased face representation and recognition \ [J\]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2004, 26(1): 131-137.
[15] CHEN Songcan, ZHU Yulian, ZHANG Daoqiang, et al. Feature extraction approaches based on matrix pattern: MatPCA and MatFLDA \ [J\]. Pattern Recognition Letters, 2005,26(8): 1157-1167.
[16] YANG Jian, YANG Jingyu. From image vector to matrix: a straightforward image projection techniqueIMPCA vs. PCA \ [J\]. Pattern Recognition, 2002, 35(9): 1997-1999.
[17] 李舜酩, 李香莲. 振动信号的现代分析技术与应用[M]. 1版.北京: 国防工业出版社, 2008: 57-117.
[18] 聂为荣, 朱继南. 运动目标地震动信号的时频特征分析 \ [J\]. 南京理工大学学报, 2002, 26(5): 478-481.
NIE Weirong, ZHU Jinan. Eigenvector Analysis in Time and frequency of seismic signals of moving target \ [J\]. Journal of Nanjing University of Science and Technology, 2002, 26(5): 478-481. |
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