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130802 ||| eng |
| 020 |
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|a 9788132215127
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| 100 |
1 |
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|a Karande, Kailash Jagannath
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| 245 |
0 |
0 |
|a Independent Component Analysis of Edge Information for Face Recognition
|h Elektronische Ressource
|c by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
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| 250 |
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|a 1st ed. 2014
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| 260 |
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|a New Delhi
|b Springer India
|c 2014, 2014
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| 300 |
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|a XIII, 81 p. 47 illus
|b online resource
|
| 505 |
0 |
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|a 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.
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| 653 |
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|a Computational intelligence
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| 653 |
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|a Computational Intelligence
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| 653 |
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|a Signal, Speech and Image Processing
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| 653 |
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|a Biometrics
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| 653 |
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|a Signal processing
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| 653 |
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|a Biometric identification
|
| 700 |
1 |
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|a Talbar, Sanjay Nilkanth
|e [author]
|
| 041 |
0 |
7 |
|a eng
|2 ISO 639-2
|
| 989 |
|
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|b Springer
|a Springer eBooks 2005-
|
| 490 |
0 |
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|a SpringerBriefs in Computational Intelligence
|
| 028 |
5 |
0 |
|a 10.1007/978-81-322-1512-7
|
| 856 |
4 |
0 |
|u https://doi.org/10.1007/978-81-322-1512-7?nosfx=y
|x Verlag
|3 Volltext
|
| 082 |
0 |
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|a 621,382
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| 520 |
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|a 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
|