Kailash Jagannath Karande,
Sanjay Nilkanth Talbar
Independent Component Analysis of Edge Information for Face Recognition
Paperback Engels 2013 2014e druk 9788132215110
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
The 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.
Specificaties
ISBN13:9788132215110
Taal:Engels
Bindwijze:paperback
Aantal pagina's:81
Uitgever:Springer India
Druk:2014
Lezersrecensies
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Inhoudsopgave
Canny 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.
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
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- werk en loopbaan