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
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_324571 |
| Date | January 2004 |
| Contributors | Mak, Chun Man., Chinese University of Hong Kong Graduate School. Division of Electronic Engineering. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, 1 v. (various pagings) : 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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