| 书目名称 | Independent Component Analysis of Edge Information for Face Recognition |
| 编辑 | Kailash Jagannath Karande,Sanjay Talbar |
| 视频video | |
| 概述 | Discusses novel approaches on face recognition using edge information with ICA algorithms.Details different methods and models for edge detection.Provides insights for advance research work in the are |
| 丛书名称 | SpringerBriefs in Applied Sciences and Technology |
| 图书封面 |  |
| 描述 | 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. |
| 出版日期 | Book 2014 |
| 关键词 | Canny and LOG Edge Detection; Face Recogniton; ICA Algorithms; Independent Component Analysis; Multi-sca |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-81-322-1512-7 |
| isbn_softcover | 978-81-322-1511-0 |
| isbn_ebook | 978-81-322-1512-7Series ISSN 2191-530X Series E-ISSN 2191-5318 |
| issn_series | 2191-530X |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature India Pr |
发表于 2025-3-21 16:25:00
