Face Recognition
This book aims to bring together selected recent advances, applications and original results in the area of biometric face recognition. They can be useful for researchers, engineers, graduate and postgraduate students, experts in this area and hopefully also for people interested generally in comput...
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| Format: | Online |
|---|---|
| Language: | English |
| Published: |
IntechOpen
2023
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| Subjects: | |
| Online Access: | ONIX_20231201_9789533070605_25 |
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| _version_ | 1869522582757179392 |
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| collection | Directory of Open Access Books |
| description | This book aims to bring together selected recent advances, applications and original results in the area of biometric face recognition. They can be useful for researchers, engineers, graduate and postgraduate students, experts in this area and hopefully also for people interested generally in computer science, security, machine learning and artificial intelligence. Various methods, approaches and algorithms for recognition of human faces are used by authors of the chapters of this book, e.g. PCA, LDA, artificial neural networks, wavelets, curvelets, kernel methods, Gabor filters, active appearance models, 2D and 3D representations, optical correlation, hidden Markov models and others. Also a broad range of problems is covered: feature extraction and dimensionality reduction (chapters 1-4), 2D face recognition from the point of view of full system proposal (chapters 5-10), illumination and pose problems (chapters 11-13), eye movement (chapter 14), 3D face recognition (chapters 15-19) and hardware issues (chapters 19-20). |
| format | Online |
| id | doab-20.500.12854ir-128919 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1289192024-04-14T10:27:53Z Face Recognition Oravec, Milos Computer security thema EDItEUR::U Computing and Information Technology::UR Computer security This book aims to bring together selected recent advances, applications and original results in the area of biometric face recognition. They can be useful for researchers, engineers, graduate and postgraduate students, experts in this area and hopefully also for people interested generally in computer science, security, machine learning and artificial intelligence. Various methods, approaches and algorithms for recognition of human faces are used by authors of the chapters of this book, e.g. PCA, LDA, artificial neural networks, wavelets, curvelets, kernel methods, Gabor filters, active appearance models, 2D and 3D representations, optical correlation, hidden Markov models and others. Also a broad range of problems is covered: feature extraction and dimensionality reduction (chapters 1-4), 2D face recognition from the point of view of full system proposal (chapters 5-10), illumination and pose problems (chapters 11-13), eye movement (chapter 14), 3D face recognition (chapters 15-19) and hardware issues (chapters 19-20). 2023-12-01T14:09:37Z 2023-12-01T14:09:37Z 2010 book ONIX_20231201_9789533070605_25 9789533070605 9789535145509 https://directory.doabooks.org/handle/20.500.12854/128919 eng image/jpeg n/a https://www.intechopen.com/books/3735 https://mts.intechopen.com/storage/books/3735/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/207 10.5772/207 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9789533070605 9789535145509 IntechOpen 412 open access |
| spellingShingle | Computer security thema EDItEUR::U Computing and Information Technology::UR Computer security Face Recognition |
| title | Face Recognition |
| title_full | Face Recognition |
| title_fullStr | Face Recognition |
| title_full_unstemmed | Face Recognition |
| title_short | Face Recognition |
| title_sort | face recognition |
| topic | Computer security thema EDItEUR::U Computing and Information Technology::UR Computer security |
| topic_facet | Computer security thema EDItEUR::U Computing and Information Technology::UR Computer security |
| url | ONIX_20231201_9789533070605_25 |