Palmprint based Pattern Recognition Using Fast ICA

被引：0

作者：

Patil, Jayshri P. ^{[1
]}

Pawar, Chandrashekhar S. ^{[2
]}

机构：

[1] Gangamai Polytech, Dept Comp Engn, Dhule, India

[2] CHARUSAT, Dept Comp Sci & Engn, Devang Patel Inst Adv Technol & Res, Changa, Gujarat, India

来源：

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020) | 2020年

关键词：

Independent Component Analysis (ICA); Palmprint; Discrete Cosine Transform (DCT); Haar Wavelet;

D O I：

10.1109/iciccs48265.2020.9120953

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The pattern of Palmprint has high dissimilarity because of its numerous determination features like ridges, principle lines, datum points, and wrinkles and so on. In this paper, a blend of Haar Wavelet, DCT and Fast ICA have been utilized to recognize the palmprint pattern using fast ICA. The images of Palm were initially decomposed by the Haar Wavelet and frequency band, independent of different image resolutions chosen for dimensionality decrease. Next on LL, band DCT was use. Lastly, Fast ICA use to discover the independent components of the DCT features. To find matching image, Euclidean Distance (ED) has been used. The procedure is validated on Polytechnic-University (Poly U) storage as well as the results show the efficiency and accuracy of the proposed method.

引用

页码：566 / 569

页数：4

共 11 条

[1]

Cappelli R., 2012, IEEE T SYSTEM MAN B, V42, P1083

[2] Robust and Efficient Ridge-Based Palmprint Matching [J].

Dai, Jifeng ;

Feng, Jianjiang ;

Zhou, Jie .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2012, 34 (08) :1618-1632

[3]

George G, 2018, 2018 CONFERENCE ON EMERGING DEVICES AND SMART SYSTEMS (ICEDSS), P235, DOI 10.1109/ICEDSS.2018.8544273

[4]

Kumara TN, 2016, INT CONF ADV ICT, P13, DOI 10.1109/ICTER.2016.7829893

[5]

Li YY, 2010, CHIN CONTR CONF, P1132

[6]

Patil J P., 2015, 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), P1, DOI DOI 10.1109/ICCIC.2015.7435677

[7]

Prasad S. M., 2009, Proceedings of the 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC 2009), P520, DOI 10.1109/NABIC.2009.5393383

[8]

Runbin Cai, 2010, Proceedings 3rd International Congress on Image and Signal Processing (CISP 2010), P2778, DOI 10.1109/CISP.2010.5647598

[9]

Shashikala K. P., 2012, INT C COMP SCI IEEE

[10] Pharmacological characterization of cis-nitromethylene neonicotinoids in relation to imidacloprid binding sites in the brown planthopper, Nilaparvata lugens [J].

Xu, X. ;

Bao, H. ;

Shao, X. ;

Zhang, Y. ;

Yao, X. ;

Liu, Z. ;

Li, Z. .

INSECT MOLECULAR BIOLOGY, 2010, 19 (01) :1-8

← 1 2 →