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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
ENHANCED FINGERPRINT CLASSIFICATION BASED ON COMPRESSED GIST ON DWT
Authors
Vasantha Kumara M, Dr. Mohamed Rafi
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Abstract
Abstract: In this paper, we propose enhanced fingerprint recognition based on compressed GIST concept on DWT. The fingerprint database of FVC 2004 is considered to test the proposed algorithm and only fingerprint part in an image is cropped and Histogram Equalization (HE) is applied. The cropped HE image is resized to 400 x 400 and Discrete Wavelet Transform (DWT) is used to convert spatial domain to transform domain with low and high frequency bands. The low-frequency LL-band of size 200 x 200 is considered by discarding the high frequency bands of LH, HL and HH of each size 200 x 200 to enhance image quality with reduced dimensionality. The GIST concept is used on LL band to obtain final features. The Support Vector Machine (SV M) is used to classify images in the database. It is seen that the recognition rate of proposed method is better compared to the existing methods.
IJCRT's Publication Details
Unique Identification Number - IJCRT21A6059
Paper ID - 207989
Page Number(s) - j674-j683
Pubished in - Volume 9 | Issue 5 | May 2021
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.38805
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Vasantha Kumara M, Dr. Mohamed Rafi, "ENHANCED FINGERPRINT CLASSIFICATION BASED ON COMPRESSED GIST ON DWT", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 5, pp.j674-j683, May 2021, Available at :http://www.ijcrt.org/papers/IJCRT21A6059.pdf
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Volume 12 | Issue 7
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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