A Unified Framework for Video Summarization, Browsing & Retrieval

with Applications to Consumer and Surveillance Video

Ziyou Xiong, Regunathan Radhakrishnan, Ajay Divakaran, Zou Yong-Rui, Thomas S. Huang

• Publisher: Academic Press
• Year: 2006
• Print ISBN:
  9780123693877
• eBook ISBN:
  9780080481531
• Topic: Technology & Engineering
• Subtopic: Data Processing
• Index: Technology & Engineering

Large volumes of video content can only be easily accessed by the use of rapid browsing and retrieval techniques. Constructing a video table of contents (ToC) and video highlights to enable end users to sift through all this data and find what they want, when they want are essential. This reference puts forth a unified framework to integrate these functions supporting efficient browsing and retrieval of video content. The authors have developed a cohesive way to create a video table of contents, video highlights, and video indices that serve to streamline the use of applications in consumer and surveillance video applications. The authors discuss the generation of table of contents, extraction of highlights, different techniques for audio and video marker recognition, and indexing with low-level features such as color, texture, and shape. Current applications including this summarization and browsing technology are also reviewed. Applications such as event detection in elevator surveillance, highlight extraction from sports video, and image and video database management are considered within the proposed framework. This book presents the latest in research and readers will find their search for knowledge completely satisfied by the breadth of the information covered in this volume.* Offers the latest in cutting edge research and applications in surveillance and consumer video* Presentation of a novel unified framework aimed at successfully sifting through the abundance of footage gathered daily at shopping malls, airports, and other commercial facilities* Concisely written by leading contributors in the signal processing industry with step-by-step instruction in building video ToC and indices

Table of contents

• Front Cover
• A UNIFIED FRAMEWORK FOR VIDEO SUMMARIZATION, BROWSING, AND RETRIEVAL
• Copyright Page
• Contents
• List of Figures
• List of Tables
• Preface
• Acknowledgments
• Chapter 1. Introduction
• Chapter 2. Video Table-of-Content Generation
• Chapter 3. Highlights Extraction from Unscripted Video
• Chapter 4. Video Structure Discovery Using Unsupervised Learning
• Chapter 5. Video Indexing
• Chapter 6. A Unified Framework for Video Summarization, Browsing, and Retrieval
• Chapter 7. Applications
• Chapter 8. Conclusions
• Bibliography
• About the Authors
• Index