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Video object segmentation.

Wei Wei. / Thesis submitted in: December 2005. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2006. / Includes bibliographical references (leaves 112-122). / Abstracts in English and Chinese. / Abstract --- p.II / List of Abbreviations --- p.IV / Chapter Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Overview of Content-based Video Standard --- p.1 / Chapter 1.2 --- Video Object Segmentation --- p.4 / Chapter 1.2.1 --- Video Object Plane (VOP) --- p.4 / Chapter 1.2.2 --- Object Segmentation --- p.5 / Chapter 1.3 --- Problems of Video Object Segmentation --- p.6 / Chapter 1.4 --- Objective of the research work --- p.7 / Chapter 1.5 --- Organization of This Thesis --- p.8 / Chapter 1.6 --- Notes on Publication --- p.8 / Chapter Chapter 2 --- Literature Review --- p.10 / Chapter 2.1 --- What is segmentation? --- p.10 / Chapter 2.1.1 --- Manual Segmentation --- p.10 / Chapter 2.1.2 --- Automatic Segmentation --- p.11 / Chapter 2.1.3 --- Semi-automatic segmentation --- p.12 / Chapter 2.2 --- Segmentation Strategy --- p.14 / Chapter 2.3 --- Segmentation of Moving Objects --- p.17 / Chapter 2.3.1 --- Motion --- p.18 / Chapter 2.3.2 --- Motion Field Representation --- p.19 / Chapter 2.3.3 --- Video Object Segmentation --- p.25 / Chapter 2.4 --- Summary --- p.35 / Chapter Chapter 3 --- Automatic Video Object Segmentation Algorithm --- p.37 / Chapter 3.1 --- Spatial Segmentation --- p.38 / Chapter 3.1.1 --- k:-Medians Clustering Algorithm --- p.39 / Chapter 3.1.2 --- Cluster Number Estimation --- p.41 / Chapter 3.1.2 --- Region Merging --- p.46 / Chapter 3.2 --- Foreground Detection --- p.48 / Chapter 3.2.1 --- Global Motion Estimation --- p.49 / Chapter 3.2.2 --- Detection of Moving Objects --- p.50 / Chapter 3.3 --- Object Tracking and Extracting --- p.50 / Chapter 3.3.1 --- Binary Model Tracking --- p.51 / Chapter 3.3.1.2 --- Initial Model Extraction --- p.53 / Chapter 3.3.2 --- Region Descriptor Tracking --- p.59 / Chapter 3.4 --- Results and Discussions --- p.65 / Chapter 3.4.1 --- Objective Evaluation --- p.65 / Chapter 3.4.2 --- Subjective Evaluation --- p.66 / Chapter 3.5 --- Conclusion --- p.74 / Chapter Chapter 4 --- Disparity Estimation and its Application in Video Object Segmentation --- p.76 / Chapter 4.1 --- Disparity Estimation --- p.79 / Chapter 4.1.1. --- Seed Selection --- p.80 / Chapter 4.1.2. --- Edge-based Matching by Propagation --- p.82 / Chapter 4.2 --- Remedy Matching Sparseness by Interpolation --- p.84 / Chapter 4.2 --- Disparity Applications in Video Conference Segmentation --- p.92 / Chapter 4.3 --- Conclusion --- p.106 / Chapter Chapter 5 --- Conclusion and Future Work --- p.108 / Chapter 5.1 --- Conclusion and Contribution --- p.108 / Chapter 5.2 --- Future work --- p.109 / Reference --- p.112

Identiferoai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_325472
Date January 2006
ContributorsWei, Wei., Chinese University of Hong Kong Graduate School. Division of Electronic Engineering.
Source SetsThe Chinese University of Hong Kong
LanguageEnglish, Chinese
Detected LanguageEnglish
TypeText, bibliography
Formatprint, ix, 122 leaves : ill. ; 30 cm.
RightsUse 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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