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Independent Component Analysis of Edge Information for Face Recognition
Karande, Kailash Jagannath; Talbar, Sanjay
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Description for Independent Component Analysis of Edge Information for Face Recognition
Paperback. Series: SpringerBriefs in Applied Sciences and Technology/ SpringerBriefs in Computational Intelligence. Num Pages: 94 pages, 47 black & white illustrations, 32 black & white tables, biography. BIC Classification: UYQP. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 5. Weight in Grams: 148.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2013
Publisher
Springer, India, Private Ltd India
Number of pages
94
Condition
New
Series
SpringerBriefs in Applied Sciences and Technology/ SpringerBriefs in Computational Intelligence
Number of Pages
81
Place of Publication
New Delhi, India
ISBN
9788132215110
SKU
V9788132215110
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Karande, Kailash Jagannath; Talbar, Sanjay
Prof. Kailash J. Karande is currently working as Principal at SPSPM S.K.N. Sinhgad College of Engineering, Pandharpur, India. Prof. Karande has 18 years of teaching experience. He has completed his PhD in Electronics and Telecommunication (Image Processing) from SRTM University, Nanded, India in 2011. He has also received Prestigious European Fellowship for one month training at Aalborg University, Denmark, on ... Read more
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