Kernel Learning Algorithms for Face Recognition:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
2014
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| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext |
| Beschreibung: | This book discusses the advanced kernel learning algorithms and its application on face recognition. The book focuses on the theoretical deviation, the system framework and experiments involving kernel based face recognition. This authors aim to solve the parameter selection problems endured by kernel learning algorithms, and presents kernel optimization method with the data dependent kernel. This text extends the definition of data-dependent kernel and applies it to kernel optimization. Included within are algorithms of kernel based face recognition and the feasibility of the kernel based face recognition method |
| Beschreibung: | 1 Online-Ressource (XV, 225 p.) 58 illus., 19 illus. in color |
| ISBN: | 9781461401612 |
| DOI: | 10.1007/978-1-4614-0161-2 |
Internformat
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| 505 | 0 | |a Introduction -- Statistical Learning and Face Recognition -- Kernel Learning Foundation -- Kernel Principal Analysis Based Face Recognition -- Kernel Discriminant Analysis Based Face Recognition -- Kernel Manifold Learning Based Face Recognition -- Kernel Semi-supervised Based Face Recognition -- Kernel Learning Based Face Recognition for Smart Environment -- Kernel Optimization Based Face Recognition -- Kernel Construction for Face Recognition | |
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| 650 | 4 | |a Computational Intelligence | |
| 650 | 4 | |a Image Processing and Computer Vision | |
| 650 | 4 | |a Ingenieurwissenschaften | |
| 700 | 1 | |a Chu, Shu-Chuan |e Sonstige |4 oth | |
| 700 | 1 | |a Pan, Jeng-Shyang |e Sonstige |4 oth | |
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Datensatz im Suchindex
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| author | Li, Jun-Bao |
| author_facet | Li, Jun-Bao |
| author_role | aut |
| author_sort | Li, Jun-Bao |
| author_variant | j b l jbl |
| building | Verbundindex |
| bvnumber | BV041470844 |
| collection | ZDB-2-ENG |
| contents | Introduction -- Statistical Learning and Face Recognition -- Kernel Learning Foundation -- Kernel Principal Analysis Based Face Recognition -- Kernel Discriminant Analysis Based Face Recognition -- Kernel Manifold Learning Based Face Recognition -- Kernel Semi-supervised Based Face Recognition -- Kernel Learning Based Face Recognition for Smart Environment -- Kernel Optimization Based Face Recognition -- Kernel Construction for Face Recognition |
| ctrlnum | (OCoLC)874381308 (DE-599)BVBBV041470844 |
| dewey-full | 621.382 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.382 |
| dewey-search | 621.382 |
| dewey-sort | 3621.382 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1007/978-1-4614-0161-2 |
| format | Electronic eBook |
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| id | DE-604.BV041470844 |
| illustrated | Illustrated |
| indexdate | 2025-02-20T06:39:01Z |
| institution | BVB |
| isbn | 9781461401612 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-026916987 |
| oclc_num | 874381308 |
| open_access_boolean | |
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| owner_facet | DE-Aug4 DE-92 DE-634 DE-859 DE-898 DE-BY-UBR DE-573 DE-861 DE-706 DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
| physical | 1 Online-Ressource (XV, 225 p.) 58 illus., 19 illus. in color |
| psigel | ZDB-2-ENG |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| record_format | marc |
| spellingShingle | Li, Jun-Bao Kernel Learning Algorithms for Face Recognition Introduction -- Statistical Learning and Face Recognition -- Kernel Learning Foundation -- Kernel Principal Analysis Based Face Recognition -- Kernel Discriminant Analysis Based Face Recognition -- Kernel Manifold Learning Based Face Recognition -- Kernel Semi-supervised Based Face Recognition -- Kernel Learning Based Face Recognition for Smart Environment -- Kernel Optimization Based Face Recognition -- Kernel Construction for Face Recognition Engineering Computer vision Telecommunication Signal, Image and Speech Processing Communications Engineering, Networks Computational Intelligence Image Processing and Computer Vision Ingenieurwissenschaften |
| title | Kernel Learning Algorithms for Face Recognition |
| title_auth | Kernel Learning Algorithms for Face Recognition |
| title_exact_search | Kernel Learning Algorithms for Face Recognition |
| title_full | Kernel Learning Algorithms for Face Recognition by Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan |
| title_fullStr | Kernel Learning Algorithms for Face Recognition by Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan |
| title_full_unstemmed | Kernel Learning Algorithms for Face Recognition by Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan |
| title_short | Kernel Learning Algorithms for Face Recognition |
| title_sort | kernel learning algorithms for face recognition |
| topic | Engineering Computer vision Telecommunication Signal, Image and Speech Processing Communications Engineering, Networks Computational Intelligence Image Processing and Computer Vision Ingenieurwissenschaften |
| topic_facet | Engineering Computer vision Telecommunication Signal, Image and Speech Processing Communications Engineering, Networks Computational Intelligence Image Processing and Computer Vision Ingenieurwissenschaften |
| url | https://doi.org/10.1007/978-1-4614-0161-2 |
| work_keys_str_mv | AT lijunbao kernellearningalgorithmsforfacerecognition AT chushuchuan kernellearningalgorithmsforfacerecognition AT panjengshyang kernellearningalgorithmsforfacerecognition |