A Novel Palmprint Recognition System based on GIST and ELM
Journal: International Journal of Science and Research (IJSR) (Vol.5, No. 2)Publication Date: 2016-02-01
Authors : S. Chidambaranathan;
Page : 919-921
Keywords : palmprint recognition; GIST; ELM;
Abstract
The biometric security systems are at limelight recently. Palmprint recognition is a strong security solution and has gained substantial interest. This paper aims at recognizing the palmprint by utilizing several features and Extreme Learning Machine (ELM) is employed as the classifier. The palmprint images are acquired and preprocessed. The preprocessing phase converts the original palmprint image into binary format. The feature extraction is the next significant phase of this work and this is accomplished by GIST descriptors. The final step is the classification, which aims at effective recognition of palmprints. This work employs ELM as the classifier. The experimental outcome of the proposed work is satisfactory and is evident through the results.
Other Latest Articles
- Determination of Diabetic Retinopathy Using Fractals
- Geometric Decomposition of Spider Tree
- Comparison of Pilates Exercises and Proprioceptive Exercises on Joint Position Sense in People with Knee Osteoarthritis
- Peritoneal Dialysis Catheter Malfunction by Plastic Piece: Case Report
- Study of Zernike Polynomials Properties for Oblique Elliptical Aperture at an Angle (? / 4) with X-Axis
Last modified: 2021-07-01 14:31:22