Video Cataloguing : Structure Parsing and Content Extraction (Paperback)

Introduction
Introduction to Movie and Teleplay Cataloguing
Related Research State and Progress
Main Research Work

Visual Features Extraction
Introduction
Scale-Invariant Feature Transform
Gabor Feature
Histogram of Oriented Gradients (HOG)
Maximally Stable Extremal Regions
Local Binary Pattern (LBP)
Feature Learning
Summary

Accelerating Shot Boundary Detection
Introduction
Related Work
Frame Difference Calculation
Temporal Redundant Frame Reduction
Corner Distribution-Based MCFB Removal
Experimental Results
Summary

Key Frame Extraction
Introduction
Size of the Key Frame Set
Categories of Key Frame Extraction Methods
Key Frame Extraction Using a Panoramic Frame
Summary

Multimodality Movie Scene Detection
Introduction
Related Work
KCCA and Feature Fusion-Based Method
Experiment and Results
Summary

Video Text Detection and Recognition
Introduction
Implementation of Video Text Recognition
Summary

‘‘Where" Entity: Video Scene Recognition
Introduction
Related Work
Overview
Video Segmentation
Representative Feature Patch Extraction
Scene Classification Using Latent Dirichlet Analysis
Enhanced Recognition Based on VSC Correlation
Experimental Results
Summary

‘‘Who" Entity: Character Identification
Introduction
Related Work
Overview of Adaptive Learning
Adaptive Learning with Related Samples
Experiments
Summary

Audiovisual Information-Based Highlight Extraction
Introduction
Framework Overview
Unrelated Scene Removal
Experimental Results
Summary

Demo System of Automatic Movie or Teleplay Cataloguing
Introduction
General Design of the Demo

References

Index