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June-2019
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Journal of Emerging Technologies and Innovative Research ( An International Scholarly Open Access Journal, Peer-reviewed, Refereed Journal )
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UGC Approved Journal no 63975(19)
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UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975
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Published Paper ID:
JETIR1908425
Registration ID:
225899
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Title
IMPLEMENTATION OF IRIS RECOGNITIONAND FEATURE EXTRACTION TECHNIQUE BASED ON 2D DCT
Abstract
Biometric system based on iris is the most secured system comparatively to any other biometrics because of its characteristics that remains unchanged throughout. Here iris feature extraction is implemented, primarily any iris recognition system posses following steps, image acquisition, image pre-process, feature extraction and matching. Circular Hough transform is used for iris localisation and then iris image are normalised by using Daugman rubber-sheet model so as to transform the iris region into a fixed dimension. 2D discrete cosine transformation is used for feature encoding. The two databases CASIA V1.0 and IITD databases is used for testing the 2D DCT encoding. A threshold value is applied to distance metric and false rejection and acceptance rate is recorded. An accuracy of 99.3% and 98.4% are recorded on CASIA V1.0 and IITD database respectively.
Key Words
FAR, FRR, DCT, Hamming distance
Cite This Article
"IMPLEMENTATION OF IRIS RECOGNITIONAND FEATURE EXTRACTION TECHNIQUE BASED ON 2D DCT", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.886-889, June 2019, Available :http://www.jetir.org/papers/JETIR1908425.pdf
ISSN
2349-5162 | Impact Factor 7.95 Calculate by Google Scholar
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Cite This Article
"IMPLEMENTATION OF IRIS RECOGNITIONAND FEATURE EXTRACTION TECHNIQUE BASED ON 2D DCT", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp886-889, June 2019, Available at : http://www.jetir.org/papers/JETIR1908425.pdf
Publication Details
Published Paper ID: JETIR1908425
Registration ID: 225899
Published In: Volume 6 | Issue 6 | Year June-2019
Page No: 886-889
Country: NAGPUR, MAHARASHTRA, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication
Published Paper URL :: https://www.jetir.org/view?paper=JETIR1908425
Published Paper PDF: https://www.jetir.org/papers/JETIR1908425
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