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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
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Published Paper Details:
Paper Title
FACE RECOGNITION USING PCA
Authors
Jaladi kavya sree, Pravenya Gonuguntla, Iskapalli Sadhana, Kanikicharla Yasodhara, P.Krishna Prasad
Keywords
Normalized PCA, Eigenface, Eigenvectors, training set, covariance matrix, subspace, and Euclidean distance.
Abstract
This paper mainly fabricates the face recognition system and presents an experimental performance of face recognition using Principal Component Analysis (PCA) and Normalized Principal Component Analysis (NPCA). PCA involves wrenching out the features and then recognizing it, nevertheless of ageing, occlusion, expression, illumination and pose to recognize the faces. Face images are projected onto a face space that encodes and produces best variation among known face images. In PCA, every image in the training set is represented as a linear combination of weighted eigenvectors called eigenfaces. These eigenvectors are obtained from covariance matrix of a training image set. The weights are found out after selecting a set of most relevant eigenfaces. Recognition is performed by projecting a test image onto the subspace spanned by the eigenfaces and then classification is done by measuring minimum Euclidean distance.
IJCRT's Publication Details
Unique Identification Number - IJCRT1872254
Paper ID - 183576
Page Number(s) - 588-591
Pubished in - Volume 6 | Issue 1 | March 2018
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Jaladi kavya sree, Pravenya Gonuguntla, Iskapalli Sadhana, Kanikicharla Yasodhara, P.Krishna Prasad, "FACE RECOGNITION USING PCA", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 1, pp.588-591, March 2018, Available at :http://www.ijcrt.org/papers/IJCRT1872254.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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