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E-raamat: Multimodal Video Characterization and Summarization

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Multimodal Video Characterization and Summarization is a valuable research tool for both professionals and academicians working in the video field.



This book describes the methodology for using multimodal audio, image, and text technology to characterize video content. This new and groundbreaking science has led to many advances in video understanding, such as the development of a video summary. Applications and methodology for creating video summaries are described, as well as user-studies for evaluation and testing.
Series Foreword ix
Acknowledgements xi
Introduction
1(16)
Video Characterization
2(6)
Browsing Digital Video
8(1)
Digital Video Libraries
8(1)
Characterization and Summarization Research
9(3)
Book Overview
12(1)
Bibliography
12(5)
Video Structure and Terminology
17(44)
Video Terminology
18(3)
Video Categories Used in this Book
21(10)
Documentaries
21(1)
Broadcast News
22(1)
Feature-Films
23(1)
Sports
24(7)
Video Production and Editing Standards
31(18)
Video Cuts - Shot Changes
31(5)
Video Captions and Graphics
36(2)
Motion Video
38(3)
Subject Positioning
41(1)
Angle Shots
42(1)
Camera Focus
43(1)
Lighting and Mattes
44(2)
Grayscale Video
46(1)
Audio Effects
47(1)
Word Selection
48(1)
Visualization Systems in Use Today
49(3)
Higher Level Interpretation for Summarization
52(1)
Conclusions
52(4)
Bibliography
56(5)
Multimodal Video Characterization
61(50)
Video Characterization Representations
62(1)
Video Features
63(1)
Audio and Language Understanding
64(7)
Speech Transcription
65(1)
Language Characterization
65(5)
Audio Segmentation and Keyword Extraction
70(1)
Image Understanding
71(27)
Image Difference and Histogram Analysis
71(5)
Histograms for Segmentation and Image Correspondence
76(2)
Texture and Edge Features
78(1)
Camera Motion
79(6)
Motion for Segmentation
85(1)
Object Motion Detection
86(2)
Caption Detection
88(6)
Object Detection
94(4)
Compressed Video Analysis
98(6)
Embedded Content Features
104(1)
Conclusions
105(1)
Bibliography
105(6)
Video Summarization
111(38)
Video Skims
112(2)
Automatic Video Surrogates
114(2)
Audio Skim Selection
116(7)
Image Skim Selection
123(1)
Primitive Skim Selection Rules
123(6)
Feature Integration Meta-Rules
129(6)
Super-Rules for Genre and Visual Presentation
135(5)
Rule Hierarchy and Tests for Visual Quality
140(3)
Conclusions
143(3)
Bibliography
146(3)
Visualization Techniques
149(24)
Visualization Categories
150(1)
Evaluation Methods for Visualization
151(1)
Text Titles
152(2)
Thumbnail Images
154(2)
Storyboards
156(2)
Storyboard Plus Text
158(2)
Skim Visualizations
160(1)
Lessons from Single Document Surrogates
161(4)
Temporal and Spatial Visualizations
165(1)
Multiple Document Summarization
165(2)
Visualization Interface Settings
167(2)
Conclusions
169(1)
Bibliography
169(4)
Evaluation
173(24)
Experimentation and Evaluation
175(1)
Skims used for User Studies
175(3)
Skim Study - Experiment I
178(4)
Skim Study - Experiment II
182(11)
Poster Frame Study
193(1)
Conclusions
194(1)
Bibliography
195(2)
Conclusions
197(4)
Index 201


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