Palmprint recognition based on phase congruency and two-dimensional principal component analysis

Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011

Volumn 3, Issue , 2011, Pages 1527-1530

  Guo, Jinyu ^a   Liu, Yuqin ^a   Yuan, Weiqi ^b  

^a SHENYANG UNIVERSITY OF CHEMICAL TECHNOLOGY   (China)

^b SHENYANG UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Palmprint recognition; Phase congruency; Two Dimensional Principal Component Analysis

Indexed keywords

GABOR FILTER; PALMPRINT RECOGNITION; PALMPRINTS; PHASE CONGRUENCY; POLYU PALMPRINT DATABASE; PRINCIPAL COMPONENTS; RECOGNITION RATES; SUBSPACE PROJECTION METHODS; TWO DIMENSIONAL PRINCIPAL COMPONENT ANALYSIS (2DPCA); VARIABLE ILLUMINATION;

ANTHROPOMETRY; FEATURE EXTRACTION; SIGNAL PROCESSING; TWO DIMENSIONAL;

PRINCIPAL COMPONENT ANALYSIS;

EID: 84862924099     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISP.2011.6100396     Document Type: Conference Paper

References (17)

1. Lu Guangming, Zhang David, and Wang Kuanquan. "Palmprint recognition using eigenpalms features," Pattern Recognition Letters, vol.24, pp.1463-1467, 2003.
2. Junwei Tao, Wei Jiang, Zan Gao, Shuang Chen, and Chao Wang. "Palmprint recognition based on 2-Dimension PCA, " First Internationnal Conference on Innovative Computing, Information and Control, vol.1, pp.326-330, 2006.
3. Zhong-Qiu Zhao, De-Shuang Huang, and Wei Jia. "Palmprint recognition with 2DPCA+PCA based on modular neural networks, "Neurocomputing, vol.71, pp. 448-454, 2007.
4. Tee Conn1e, Andrew Teoh Beng Jin, and Michael Goh Kah Ong, et al. "An automated palmprint recognition system," Image and Vision Computing, vol.23, pp.501-515, 2005.
5. Li Shang, De-Shuang Huang, and Ji-Xiang Du, et al. "Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network," Neurocomputing, vol.69, pp.1782-1786, 2006.
6. Lin Chih-Lung, Chuang Thomas C, and Fan Kuo-Chin. "Palmprint verification using hierarchical decomposition," Pattern Recognition, vol.38, pp.2639-265, 2005.
7. Jian-Gang Wang, Wei-Yun Yau, Andy Suwandy, and Eric Sung. "Person recognition by fusing palmprint and palm vein images based on Laplacianpalm representation," Pattern Recognition, vol.41, pp.1514-1527, 2008.
8. Jiwen Lu, Yongwei Zhao, Yanxue Xue, and Junlin Hu. "Palmprint recognition via locality preserving projections and extreme learning machine neural network," 9th International Conference on Signal Processing, pp.2096-2099, 2008.
9. Haiping Lu, K.N. Plataniotis, and A.N. Venetsanopoulos. "MPCA: multilinear principal component analysis of tensor objects," IEEE Transactions on Neural Networks, vol.19, pp.18-39, 2008.
10. Jin Wang, Armando Barreto, Lu Wang, Yu Chen, Naphtali Rishe, Jean Andrian, and Malek Adjouadi. "Multilinear principal component analysis for face recognition with fewer features, " Neurocomputing, vol. 73, pp.1550-1555, 2010.
11. M. Alex O.Vasilescu, Demetri Terzopoulos. "Multilinear independent components analysis," IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol.1, pp.547-553, 2005.
12. Xiaoyong Wang, Xiaojun Jing, Xifu Zhu, Songlin Sun, and Linbi Hong. "A novel approach of fingerprint recognition based on multilinear ICA,"IEEE International Conference on Network Infrastructure and Digital Contentr, pp.740-744, 2009.
13. M. Ekinci and M.Aykut. "Palmprint recognition by applying wavelet based kernel PCA," Journal of Computer Science and Technology, vol.23, pp.851-861, 2008.
14. Cai Deng, He Xiaofei, and Han Jiawei. "Efficient kernel discriminant analysis via spectral regression," The seventh International Conference on data Mining, Piscataway, NJ, USA: IEEE Computer Society, pp.427-432, 2007.
15. Feng Guiyu, Hua Dewen, and Zhang David, et al. "An alternative formulation of kernel LPP with application to image recognition, "Neurocomputing, vol.69, pp.1733-1738, 2006.
16. Yunyong Punsawad and Yodchanan Wongsawat. "Palmprint image enhancement using phase congruency," IEEE International Conference on Robotics and Biomimetics, pp.1643-1646, 2008.
17. Xiaoyan Yuan and Pengfei Shi. "Iris feature extraction using 2D phase congruency," Proceedings of the Third International Conference on Information Technology and Applications, vol.2, pp.437-441, 2005.