000 02839nam a22005415i 4500
001 978-81-322-1512-7
003 DE-He213
005 20200421111207.0
007 cr nn 008mamaa
008 130715s2014 ii | s |||| 0|eng d
020 _a9788132215127
_9978-81-322-1512-7
024 7 _a10.1007/978-81-322-1512-7
_2doi
050 4 _aTK5102.9
050 4 _aTA1637-1638
050 4 _aTK7882.S65
072 7 _aTTBM
_2bicssc
072 7 _aUYS
_2bicssc
072 7 _aTEC008000
_2bisacsh
072 7 _aCOM073000
_2bisacsh
082 0 4 _a621.382
_223
100 1 _aKarande, Kailash Jagannath.
_eauthor.
245 1 0 _aIndependent Component Analysis of Edge Information for Face Recognition
_h[electronic resource] /
_cby Kailash Jagannath Karande, Sanjay Talbar.
264 1 _aIndia :
_bSpringer India :
_bImprint: Springer,
_c2014.
300 _aXIII, 81 p. 47 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-530X
505 0 _aCanny Edge Detection for Face Recognition using ICA -- Laplacian of Gaussian (LOG) Edge Detection for Face Recognition using ICA -- Oriented Laplacian of Gaussian (OLOG) Edge Detection for Face Recognition using ICA -- Multiscale Wavelet based Edge Detection for Face Recognition using ICA.
520 _aThe book presents research work on face recognition using edge information as features for face recognition with ICA algorithms. The independent components are extracted from edge information. These independent components are used with classifiers to match the facial images for recognition purpose. In their study, authors have explored Canny and LOG edge detectors as standard edge detection methods. Oriented Laplacian of Gaussian (OLOG) method is explored to extract the edge information with different orientations of Laplacian pyramid. Multiscale wavelet model for edge detection is also proposed to extract edge information. The book provides insights for advance research work in the area of image processing and biometrics.
650 0 _aEngineering.
650 0 _aBiometrics (Biology).
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aBiometrics.
650 2 4 _aComputational Intelligence.
700 1 _aTalbar, Sanjay.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9788132215110
830 0 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-530X
856 4 0 _uhttp://dx.doi.org/10.1007/978-81-322-1512-7
912 _aZDB-2-ENG
942 _cEBK
999 _c54234
_d54234