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Title: Semantic video object segmentation for content-based multimedia applications / by Ju Guo, C.-C. Jay Kuo.
Kluwer international series in engineering and computer science ;
Main Entry: Guo, Ju, 1971-
Kuo, C.-C. Jay (Chung-Chieh Jay)
Publisher: Kluwer Academic Publishers,
Publication Date: 2001.
Publication Place: Boston :
ISBN: 0792375130 (alk. paper)
Subject: Multimedia systems.
Digital video.
Series: Kluwer international series in engineering and computer science ; SECS 639
Contents: Machine generated contents note: 1. INTRODUCTION 1 -- 1. Significance of the Research 1 -- 2. Background of the Research 2 -- 3. Contributions of the Research 4 -- 3.1 Color Feature 4 -- 3.2 Automatic Segmentation Algorithm 4 -- 3.3 Interactive Semantic Object Segmentation 5 -- 3.4 Temporal and Region-adaptive Processing 6 -- 3.5 Object Shape Postprocessing 6 -- 4. Outline of the Monograph 6 -- 2. REVIEW OF PREVIOUS WORK 9 -- 1. Change Detection 9 -- 2. Motion Segmentation 11 -- 2.1 Motion Model 11 -- 2.2 Previous Work in Motion Segmentation 14 -- 3. Spatial and Temporal Segmentation 15 -- 3.1 Spatial Segmentation Techniques 15 -- 3.2 Three Segmentation Proposals in MPEG4 17 -- 3.3 Other Combinations of Spatial -- and Temporal Segmentation 18 -- 4. User Interactive Segmentation 20 -- 4.1 Motivation 20 -- 4.2 Category of User Interaction 21 -- 4.3 Efficiency of User Interaction 22 -- 4.4 Previous Work 23 -- 5. Evaluation of Segmentation Quality 26 -- 3. AUTOMATIC SEGMENTATION 29 -- 1. Video Segmentation With Color and Motion 29 -- 2. Color-based Spatial Segmentation 31 -- 3. Motion Tracking and Spatial-Temporal Integration 32 -- 4. Experimental Results 35 -- 4.1 Subjective Evaluation 35 -- 4.2 Objective Evaluation 36 -- 4. OBJECT SHAPE POSTPROCESSING 45 -- 1. Proposed Algorithm for Coding Optimization 45 -- 2. Shape Coding Optimization 46 -- 3. Experimental Results 47 -- 5. INTERACTIVE SEGMENTATION ALGORITHMS 53 -- 1. Description of the SIVOG System 54 -- 1.1 System Overview 54 -- 1.2 User Interface 55 -- 1.3 Smart-processing Kernel 56 -- 1.4 Temporal Tracking of Rigid Objects 57 -- 1.5 Boundary Update for Non-rigid Objects 59 -- 1.6 User Correction and Update 63 -- 1.7 System Evaluation 64 -- 2. Experimental Results 64 -- 2.1 Rigid Object Segmentation 64 -- 2.2 Non-rigid Object Segmentation 66 -- 6. TEMPORAL AND SPATIAL -- ADAPTIVE PROCESSING 75 -- 1. Introduction 75 -- 2. Description of the SIVOG System 76 -- 2.1 Semantic User Interaction 76 -- 2.2 Smart Processing kernel 76 -- 3. Region and Temporal Adaptive Processing 79 -- 3.1 Region Selection 79 -- 3.2 Temporal Skipping and Interpolation 82 -- 4. Experimental Results 87 -- 4.1 System Efficiency 87 -- 4.2 System Accuracy 88 -- 7. SUMMARY AND FUTURE WORK 95 -- 1. Future Work 96 -- 1.1 Texture Segmentation 96 -- 1.2 Model-based Segmentation Algorithm 96 -- 1.3 Object Postprocessing 96 -- 1.4 Evaluation of User's Effort 97.

Cover Image:

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	Agency:	Collection:	Call No.:	Item Type:	Status:	Copy:	Barcode:	Media Type:
	Muta Main Library	General	621.38833 GUO	Normal Circulation	Available	1	MU20088760	Book