Xu, Leilei. / Thesis submitted in: October 2007. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2008. / Includes bibliographical references (leaves 78-84). / Abstracts in English and Chinese. / Abstract --- p.i / Acknowledgement --- p.iii / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Texture and Dynamic Textures --- p.1 / Chapter 1.2 --- Related work --- p.4 / Chapter 1.3 --- Thesis Outline --- p.7 / Chapter 2 --- Image/Video Processing --- p.8 / Chapter 2.1 --- Bayesian Analysis --- p.8 / Chapter 2.2 --- Markov Property --- p.10 / Chapter 2.3 --- Graph Cut --- p.12 / Chapter 2.4 --- Belief Propagation --- p.13 / Chapter 2.5 --- Expectation-Maximization --- p.15 / Chapter 2.6 --- Principle Component Analysis --- p.15 / Chapter 3 --- Linear Dynamic System --- p.17 / Chapter 3.1 --- System Model --- p.18 / Chapter 3.2 --- Degeneracy and Canonical Model Realization --- p.19 / Chapter 3.3 --- Learning of Dynamic Textures --- p.19 / Chapter 3.4 --- Synthesizing Dynamic Textures --- p.21 / Chapter 3.5 --- Summary --- p.21 / Chapter 4 --- Dynamic Color Texture Synthesis --- p.25 / Chapter 4.1 --- Related Work --- p.25 / Chapter 4.2 --- System Model --- p.26 / Chapter 4.2.1 --- Laplacian Pyramid-based DCTS Model --- p.28 / Chapter 4.2.2 --- RBF-based DCTS Model --- p.28 / Chapter 4.3 --- Experimental Results --- p.32 / Chapter 4.4 --- Summary --- p.42 / Chapter 5 --- Dynamic Textures using Multi-resolution Analysis --- p.43 / Chapter 5.1 --- System Model --- p.44 / Chapter 5.2 --- Multi-resolution Descriptors --- p.46 / Chapter 5.2.1 --- Laplacian Pyramids --- p.47 / Chapter 5.2.2 --- Haar Wavelets --- p.48 / Chapter 5.2.3 --- Steerable Pyramid --- p.49 / Chapter 5.3 --- Experimental Results --- p.51 / Chapter 5.4 --- Summary --- p.55 / Chapter 6 --- Motion Transfer --- p.59 / Chapter 6.1 --- Problem formulation --- p.60 / Chapter 6.1.1 --- Similarity on Appearance --- p.61 / Chapter 6.1.2 --- Similarity on Dynamic Behavior --- p.62 / Chapter 6.1.3 --- The Objective Function --- p.65 / Chapter 6.2 --- Further Work --- p.66 / Chapter 7 --- Conclusions --- p.67 / Chapter A --- List of Publications --- p.68 / Chapter B --- Degeneracy in LDS Model --- p.70 / Chapter B.l --- Equivalence Class --- p.70 / Chapter B.2 --- The Choice of the Matrix Q --- p.70 / Chapter B.3 --- Swapping the Column of C and A --- p.71 / Chapter C --- Probability Density Functions --- p.74 / Chapter C.1 --- Probability Distribution --- p.74 / Chapter C.2 --- Joint Probability Distributions --- p.75 / Bibliography --- p.78
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_326156 |
| Date | January 2008 |
| Contributors | Xu, Leilei., 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, x, 84 leaves : ill. (some col.) ; 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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