Cao, Zhimin. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2010. / Includes bibliographical references (leaves 30-34). / Abstracts in English and Chinese. / Chapter 1 --- Introduction and related work --- p.1 / Chapter 2 --- Learning-based descriptor for face recognition --- p.7 / Chapter 2.1 --- Overview of framework --- p.7 / Chapter 2.2 --- Learning-based descriptor extraction --- p.9 / Chapter 2.2.1 --- Sampling and normalization --- p.9 / Chapter 2.2.2 --- Learning-based encoding and histogram rep-resentation --- p.11 / Chapter 2.2.3 --- PCA dimension reduction --- p.12 / Chapter 2.2.4 --- Multiple LE descriptors --- p.14 / Chapter 2.3 --- Pose-adaptive matching --- p.16 / Chapter 2.3.1 --- Component -level face alignment --- p.17 / Chapter 2.3.2 --- Pose-adaptive matching --- p.17 / Chapter 2.3.3 --- Evaluations of pose-adaptive matching --- p.19 / Chapter 3 --- Experiment --- p.21 / Chapter 3.1 --- Results on the LFW benchmark --- p.21 / Chapter 3.2 --- Results on Multi-PIE --- p.24 / Chapter 4 --- Conclusion and future work --- p.27 / Chapter 4.1 --- Conclusion --- p.27 / Chapter 4.2 --- Future work --- p.28 / Bibliography --- p.30
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_327026 |
| Date | January 2010 |
| Contributors | Cao, Zhimin., Chinese University of Hong Kong Graduate School. Division of Information Engineering. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, x, 34 leaves : ill. ; 30 cm. |
| Rights | Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
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