Fung Cheuk Luk. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2005. / Includes bibliographical references (leaves 104-107). / Abstracts in English and Chinese. / Abstract --- p.ii / 論文摘要 --- p.v / Acknowledgement --- p.v / Notations --- p.vi / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Summary of our approach --- p.2 / Chapter 1.2 --- Summary of our contributions --- p.2 / Chapter 1.3 --- Report Outline --- p.3 / Chapter 2 --- Related Work --- p.4 / Chapter 2.1 --- Face Detection and Tracking literature --- p.4 / Chapter 2.1.1 --- Face Detection approaches --- p.5 / Chapter 2.1.2 --- Face Tracking approaches --- p.6 / Chapter 2.2 --- Overview of Face Detection Procedure --- p.7 / Chapter 2.3 --- Haar-like Feature Cascade Upright Face Detector --- p.12 / Chapter 2.3.1 --- Face Detector Design --- p.12 / Chapter 2.3.2 --- Rectangular Edge Feature f(.) --- p.15 / Chapter 2.3.3 --- Fast Feature Computation Structure: Integral Image --- p.22 / Chapter 2.3.4 --- Feature Selection and parameter estimation --- p.25 / Chapter 2.4 --- Other Related Work --- p.29 / Chapter 2.4.1 --- Rotated Summed Area Table --- p.29 / Chapter 2.4.2 --- Condensation Framework --- p.33 / Chapter 3 --- Rotated Face Detector and Interleaved Face Tracker --- p.35 / Chapter 3.1 --- Rotated Detector Overview --- p.36 / Chapter 3.1.1 --- Parameter Transform and Rotated Face Detection --- p.38 / Chapter 3.1.2 --- Sample Transformation of Detector Parameters --- p.44 / Chapter 3.1.3 --- Post-processing of the detector responses --- p.48 / Chapter 3.2 --- Face Tracking Modeling --- p.51 / Chapter 3.2.1 --- Interleaved Detection --- p.51 / Chapter 3.2.2 --- CONDENSATION filter modeling --- p.53 / Chapter 4 --- Experiments --- p.57 / Chapter 4.1 --- Experiments on Rotated Face Detector --- p.57 / Chapter 4.1.1 --- Rotated Image Face Detector --- p.58 / Chapter 4.1.2 --- Face Image Rotation Test --- p.58 / Chapter 4.1.3 --- Real-life Image Experiment --- p.70 / Chapter 4.1.4 --- CMU Rotated Face Image Test --- p.74 / Chapter 4.2 --- Experiments on Interleaved Face Tracker --- p.82 / Chapter 4.2.1 --- Experiment Parameter Settings --- p.82 / Chapter 4.2.2 --- Moving Face Video Experiment --- p.84 / Chapter 4.2.3 --- Scale Varying Face Video Experiment --- p.90 / Chapter 4.2.4 --- Rotating Face Video Experiment --- p.94 / Chapter 5 --- Conclusion and Discussion --- p.98 / Chapter A --- Feature Selection and Parameter Estimation --- p.101 / Bibliography --- p.104
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_325255 |
| Date | January 2005 |
| Contributors | Fung, Cheuk Luk., Chinese University of Hong Kong Graduate School. Division of Computer Science and Engineering. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, xiii, 107 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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