Independent Component Analysis of Edge Information for Face Recognition
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....
Guardado en:
| Autor principal: | |
|---|---|
| Otros Autores: | |
| Formato: | Libro electrónico |
| Lenguaje: | Inglés |
| Publicado: |
India :
Springer India : Imprint: Springer,
2014.
|
| Colección: | SpringerBriefs in Applied Sciences and Technology,
|
| Materias: | |
| Acceso en línea: | http://dx.doi.org/10.1007/978-81-322-1512-7 |
| Aporte de: | Registro referencial: Solicitar el recurso aquí |
| LEADER | 02611Cam#a22004815i#4500 | ||
|---|---|---|---|
| 001 | INGC-EBK-000831 | ||
| 003 | AR-LpUFI | ||
| 005 | 20220927110137.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 130715s2014 ii | s |||| 0|eng d | ||
| 020 | |a 9788132215127 | ||
| 024 | 7 | |a 10.1007/978-81-322-1512-7 |2 doi | |
| 050 | 4 | |a TK5102.9 | |
| 050 | 4 | |a TA1637-1638 | |
| 050 | 4 | |a TK7882.S65 | |
| 072 | 7 | |a TTBM |2 bicssc | |
| 072 | 7 | |a UYS |2 bicssc | |
| 072 | 7 | |a TEC008000 |2 bisacsh | |
| 072 | 7 | |a COM073000 |2 bisacsh | |
| 100 | 1 | |a Karande, Kailash Jagannath. |9 262082 | |
| 245 | 1 | 0 | |a Independent Component Analysis of Edge Information for Face Recognition |h [libro electrónico] / |c by Kailash Jagannath Karande, Sanjay Talbar. |
| 260 | 1 | |a India : |b Springer India : |b Imprint: Springer, |c 2014. | |
| 300 | |a xiii, 81 p. : |b il. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a SpringerBriefs in Applied Sciences and Technology, |x 2191-530X | |
| 505 | 0 | |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. | |
| 520 | |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. | ||
| 650 | 0 | |a Biometrics (Biology). |9 261861 | |
| 650 | 1 | 4 | |a Engineering. |9 259622 |
| 650 | 2 | 4 | |a Signal, Image and Speech Processing. |9 259616 |
| 650 | 2 | 4 | |a Biometrics. |9 262083 |
| 650 | 2 | 4 | |a Computational Intelligence. |9 259845 |
| 700 | 1 | |a Talbar, Sanjay. |9 262084 | |
| 776 | 0 | 8 | |i Printed edition: |z 9788132215110 |
| 856 | 4 | 0 | |u http://dx.doi.org/10.1007/978-81-322-1512-7 |
| 912 | |a ZDB-2-ENG | ||
| 929 | |a COM | ||
| 942 | |c EBK |6 _ | ||
| 950 | |a Engineering (Springer-11647) | ||
| 999 | |a SKV |c 28259 |d 28259 | ||