Infrared face recognition based on compressive sensing and PCA

Proceedings - 2011 IEEE International Conference on Computer Science and Automation Engineering, CSAE 2011

Volumn 2, Issue , 2011, Pages 51-54

  Zhang, Lin ^a   Zhang, Wenrui ^a   Sun, Li ^a   Fang, Zhijun ^b  

^a JIANGXI SCIENCE AND TECHNOLOGY NORMAL UNIVERSITY   (China)

^b JIANGXI UNIVERSITY OF FINANCE AND ECONOMICS   (China)

Author keywords

compressive sensing; infrared face recognition; sparsity

Indexed keywords

CLASSIFICATION ACCURACY; COMPRESSIVE SENSING; FACIAL EXPRESSIONS; FACIAL IMAGES; INFRARED FACE RECOGNITION; NYQUIST RATE; SIGNAL BANDWIDTH; SIGNAL SAMPLING; SPARSITY;

COMPUTER SCIENCE; FEATURE EXTRACTION; PRINCIPAL COMPONENT ANALYSIS; SIGNAL RECONSTRUCTION;

FACE RECOGNITION;

EID: 80051885520     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSAE.2011.5952421     Document Type: Conference Paper

References (12)

1. Emamnuel J. Candès, Compressive sampling, Proceedings of the International Congress of Mathematicians, Madrid, Spain, 2006, 1433-1452
2. Emmanuel Candès and Michael Wakin, An introduction to compressive sampling.IEEE Signal Processing Magazine, 25(2), pp. 21 - 30, March 2008
3. David Donoho, Compressed sensing. IEEE Trans. on Information Theory, 52(4), pp. 1289 - 1306, April 2006.
4. Richard Baraniuk, Compressive sensing, IEEE Signal Processing Magazine, 24(4), pp. 118-121, July 2007.
5. F. Prokoski, "History, Current Status, and Future of Infrared Identification," Proc.IEEE workshop Computer Vision Beyond Visible Spectrum: Method and Applications, 2000.
6. S.G. Kong, J. Heo, B. R. Abidi, J. Paik, M. A. Abidi, "Recent Advances in Visual and Infrared Race Recognition-a Review," Computer Vision and Image Understanding, vol. 97, pp.103-135, 2005. (Pubitemid 40049163)
7. S. Q. Wu, Z. J. Fang, Z. H. Xie, W. Liang, Blood Perfusion Models for Infrared Face Recognition.
8. Li shutao, Wei dan, A Survey on Compressive sensing, ACTA AUTOMATICA SINICA, 35(11), pp.1369-1377, November 2009.
9. Candés E, Tao T, Decoding by linear programming, IEEE Transactions on Information Theory, 2005, 51(12):4203-4215. (Pubitemid 41800353)
10. Lin ling, "Research of Face Recognition Based on 2D-PCA," M. thesis, Northeast Normal University, China, May. 2008.
11. Z. Z. Wu, "Reseach of Face Recognition Feature Extraction," M. thesis, Nanjing University of Science and Technology, China, Jun. 2008.
12. T.T.DO, T.D.Tran, Lu Gan, Fast compressive sampling with structurally random matrices, ICASSP2008, 3369-3372, March. 2008.