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Video object segmentation. / 視頻物件分割法 / Video object segmentation. / Shi pin wu jian fen ge fa

Mak Chun Man = 視頻物件分割法 / 麥振文. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2004. / Includes bibliographical references. / Text in English; abstracts in English and Chinese. / Mak Chun Man = Shi pin wu jian fen ge fa / Mai Zhenwen. / List of Figures --- p.III / List of Tables --- p.III / Chapter Chapter 1. --- Introduction --- p.1-1 / Chapter 1.1. --- A Brief Review on Video Objects Segmentation --- p.1-1 / Chapter 1.2. --- Objective of the Research Work --- p.1-3 / Chapter 1.3. --- Organization of the Thesis --- p.1-4 / Chapter 1.4. --- Notes on Publication --- p.1-5 / Chapter Chapter 2. --- Background Information --- p.2-1 / Chapter 2.1. --- Introduction --- p.2-1 / Chapter 2.2. --- Review of common video coding standards --- p.2-3 / Chapter 2.2.1 --- H.261 --- p.2-3 / Chapter 2.2.2 --- MPEG-1 --- p.2-4 / Chapter 2.2.3 --- MPEG-2 --- p.2-4 / Chapter 2.2.4 --- MPEG-4 --- p.2-5 / Chapter 2.3. --- Reviews of video objects segmentation methods --- p.2-7 / Chapter 2.3.1. --- Motion Segmentation --- p.2-8 / Chapter 2.3.2 --- Temporal & Spatial Segmentation --- p.2-9 / Chapter 2.3.2.1 --- Change Detection --- p.2-10 / Chapter 2.3.2.2 --- Morphological Filtering --- p.2-11 / Chapter 2.3.2.3 --- Image Segmentation --- p.2-12 / Chapter 2.3.2.4 --- Active Contour - Snake --- p.2-13 / Chapter 2.3.3 --- Application specific & human aided --- p.2-13 / Chapter 2.3.3.1 --- Manual Object Extraction --- p.2-13 / Chapter 2.3.3.2 --- Static Camera --- p.2-14 / Chapter 2.3.3.3 --- 3D video --- p.2-15 / Chapter 2.3.3.4 --- Video Conferencing and Face Segmentation --- p.2-15 / Chapter 2.3.3.5 --- Text Extraction --- p.2-16 / Chapter 2.4. --- Conclusions --- p.2-16 / Chapter Chapter 3. --- Global Motion Estimation --- p.3-1 / Chapter 3.1. --- Introduction --- p.3-1 / Chapter 3.2. --- Background Information --- p.3-2 / Chapter 3.2.1. --- Motion Models --- p.3-2 / Chapter 3.2.2. --- Estimation Methods --- p.3-5 / Chapter 3.3. --- Robust Regression: Least Median of Square Error --- p.3-8 / Chapter 3.3.1. --- Review of Least Median of Square Error --- p.3-8 / Chapter 3.3.2. --- Applying LMedS on Global Motion Estimation --- p.3-11 / Chapter 3.4. --- Modifications to LMedS --- p.3-12 / Chapter 3.5. --- Experimental Results --- p.3-15 / Chapter 3.6. --- Conclusions --- p.3-23 / Chapter 3.7. --- Notes on Publication --- p.3-24 / Chapter Chapter 4. --- System Overview --- p.4-1 / Chapter 4.1. --- Introduction --- p.4-1 / Chapter 4.2. --- Assumptions --- p.4-1 / Chapter 4.2.1. --- Objects in motion --- p.4-2 / Chapter 4.2.2. --- Motion is slow --- p.4-2 / Chapter 4.2.3. --- Change of object shapes --- p.4-2 / Chapter 4.2.4. --- Background size --- p.4-3 / Chapter 4.3. --- System Description --- p.4-3 / Chapter 4.3.1. --- Motion Detection --- p.4-5 / Chapter 4.3.1.1. --- Motion Estimation --- p.4-5 / Chapter 4.3.1.2. --- Global Motion Estimation & Compensation --- p.4-10 / Chapter 4.3.1.3. --- Change Detection Mask --- p.4-12 / Chapter 4.3.1.4. --- FP size thresholding --- p.4-14 / Chapter 4.3.1.5. --- FP clustering --- p.4-15 / Chapter 4.3.2. --- Spatial Features Extraction --- p.4-19 / Chapter 4.3.2.1. --- Edge Detection --- p.4-20 / Chapter 4.3.2.2. --- Region Growing --- p.4-20 / Chapter 4.3.3. --- Labeling and Boundary Tracking --- p.4-21 / Chapter 4.3.3.1. --- Objects' Locations Updates --- p.4-21 / Chapter 4.3.3.2. --- Foreground Pixel Clusters Labeling --- p.4-23 / Chapter 4.3.3.3. --- Slow and Rapid Components Tracking --- p.4-25 / Chapter 4.3.3.4. --- New Model Initialization --- p.4-26 / Chapter 4.3.4. --- Boundary Refinement --- p.4-26 / Chapter 4.3.4.1. --- Filling-in Process --- p.4-27 / Chapter 4.3.4.2. --- Boundary Correction --- p.4-27 / Chapter 4.4. --- Experimental Results --- p.4-32 / Chapter 4.4.1. --- Qualitative Evaluation --- p.4-32 / Chapter 4.4.1.1. --- Summary of the Qualitative Evaluation Results --- p.4-34 / Chapter 4.4.2. --- Quantitative Evaluation --- p.4-35 / Chapter 4.5. --- Conclusions --- p.4-46 / Chapter 4.6. --- Notes on Publications --- p.4-46 / Chapter Chapter 5. --- Conclusions & Future Works --- p.5-1 / Chapter 5.1. --- Contributions and Conclusions --- p.5-1 / Chapter 5.1.1. --- Multiple object support --- p.5-1 / Chapter 5.1.2. --- Global Motion Estimation --- p.5-2 / Chapter 5.2. --- Future Works --- p.5-3 / References

Identiferoai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_324571
Date January 2004
ContributorsMak, Chun Man., 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, 1 v. (various pagings) : ill. (some col.) ; 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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