Optics and Precision Engineering, Volume. 19, Issue 4, 884(2011)

Pyroelectric infrared signal recognition based on feature sub-pattern canonical correlation analysis

GONG Wei-guo1、*, WANG Lin-hong2, and HE Li-fang1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(18)

    [1] [1] FANG J S, HAO Q, BRADY D J, et al.. Path-dependent human identification using a pyroelectric infrared sensor and Fresnel lens arrays [J]. Optics Express, 2006,14(2):609-624.

    [2] [2] FANG J S, HAO Q, BRADY D J, et al.. Real-time human identification using a pyroelectric infrared detector array and hidden Markov models [J]. Optics Express, 2006,14(15):6643-6658.

    [3] [3] FANG J S, HAO Q, BRADY D J, et al.. A pyroelectric infrared biometric system for real-time walker recognition by use of a maximum likelihood principal components estimation (MLPCE) method [J]. Optics Express, 2007,15(6):3271-3284.

    [4] [4] WANG L H, GONG W G, LIU X Y, et al.. Low false alarm rate human body recognition using pyroelectric infrared signal [J]. Chinese Journal of Scientific Instrument, 2009,30(12):2485-2490. (in Chinese)

    [5] [5] SUN Q S, ZENG S G, HENG P A, et al.. A new method of feature fusion and its application in image recognition [J]. Pattern Recognition, 2005,38(12):2437-2448.

    [6] [6] SUN Q S, ZENG S G, HENG P A, et al.. The theory of canonical correlation analysis and its application to feature fusion [J]. Chinese journal of computers, 2005,28(9):1524-1533. (in Chinese)

    [7] [7] SUN Q S, ZENG S G, LIU Y, et al.. Feature fusion method based on canonical correlation analysis and handwritten character recognition [C]. Proceedings of the 8th IEEE International Conference on Control, Automation, Robotics and Vision, Kunming, China, 2004:1547-1552.

    [8] [8] HONG Q, CHEN S C, NI X L. Sub-pattern canonical correlation analysis with application in face recognition [J]. Acta Automatica Sinica, 2008,34(1):21-30. (in Chinese)

    [9] [9] AVCI E. A new optimum feature extraction and classification method for speaker recognition: GWPNN [J]. Expert Systems with Applications, 2007,32(2):485-498.

    [10] [10] AVCI E, AKPOLAT Z H. Speech recognition using a wavelet packet adaptive network based fuzzy inference system [J]. Expert Systems with Applications, 2006,31(3):495-503.

    [11] [11] AVCI E, TURKOGLU I, POYRAZ M. Intelligent target recognition based on wavelet packet neural network [J]. Expert Systems with Applications, 2005,29(1):175-182.

    [14] [14] ROSSO O A, BLANCO S, YORDANOVA J, et al.. Wavelet entropy: a new tool for analysis of short duration brain electrical signals [J]. Journal of Neuroscience Methods, 2001,105(1):65-75.

    [15] [15] COIFMAN R R, WICKERHAUSER M V. Entropy-based algorithms for best basis selection [J]. IEEE Transactions on Information Theory, 1992,38(2):713-718.

    [16] [16] KREUTZ-DELGADO K, RAO B D. Measures and algorithms for best basis selection [C]. Proceeding on Acoustics, Speech and Signal Processing Conference, 1998:1881-1884.

    [17] [17] DE BRUIN M G, KAMMINGA C. The effect of signal normalization on entropy sums [J]. Pattern Recognition Letters, 1998, 19,(5-6):415-423.

    [18] [18] GUO Q L, WANG K Q , ZHANG D Y, et al.. A wavelet packet based pulse waveform analysis for cholecystitis and nephrotic syndrome diagnosis [C]. Proceeding on Wavelet Analysis and Pattern Recognition Conference, 2008:30-31.

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    GONG Wei-guo, WANG Lin-hong, HE Li-fang. Pyroelectric infrared signal recognition based on feature sub-pattern canonical correlation analysis[J]. Optics and Precision Engineering, 2011, 19(4): 884

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    Paper Information

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    Received: Feb. 8, 2010

    Accepted: --

    Published Online: Jun. 14, 2011

    The Author Email: GONG Wei-guo (wggong@cqu.edu.cn)

    DOI:10.3788/ope.20111904.0884

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