A Unified Framework for Video Summarization, Browsing & Retrieval, First Edition : with Applications to Consumer and Surveillance Video

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

A Unified Framework for Video Summarization, Browsing & Retrieval, First Edition : with Applications to Consumer and Surveillance Video
  • 出版商: Academic Press
  • 出版日期: 2005-12-21
  • 定價: $2,380
  • 售價: 1.3 折 $299
  • 語言: 英文
  • 頁數: 296
  • 裝訂: Hardcover
  • ISBN: 012369387X
  • ISBN-13: 9780123693877

    • 立即出貨

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商品描述

Description

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.

 

 Table Of Contents

Contents
Foreword
Chapter 1: Introduction
Chapter 2: Literature Survey
Chapter 3: Video Table-of-content Generation
Chapter 4: Video Highlights Extraction
Chapter 5: Video Structure Discovery using Unsupervised Learning
Chapter 6: Video Indexing
Chapter 7: A Unified Framework for Video Summarization, Browsing, and Retrieval
Chapter 8: Applications
Chapter 9: Conclusions

商品描述(中文翻譯)

描述

大量的視頻內容只能通過快速瀏覽和檢索技術來輕鬆訪問。構建視頻目錄（ToC）和視頻亮點，以使最終用戶能夠篩選所有這些數據並在需要時找到他們想要的內容是必不可少的。本參考資料提出了一個統一的框架，用於集成這些功能，支持對視頻內容進行高效的瀏覽和檢索。作者們已經開發出一種統一的方法來創建視頻目錄、視頻亮點和視頻索引，以簡化消費者和監控視頻應用程序的使用。作者們討論了目錄的生成、亮點的提取、音頻和視頻標記識別的不同技術，以及使用顏色、紋理和形狀等低級特徵進行索引。還對當前應用程序，包括這種摘要和瀏覽技術進行了評估。在提出的框架內考慮了電梯監控中的事件檢測、體育視頻中的亮點提取以及圖像和視頻數據庫管理等應用。本書提供了最新的研究成果，讀者將在本卷所涵蓋的信息廣度中找到他們對知識的搜索完全滿意。

目錄

目錄
前言
第1章：引言
第2章：文獻綜述
第3章：視頻目錄生成
第4章：視頻亮點提取
第5章：使用無監督學習進行視頻結構發現
第6章：視頻索引
第7章：視頻摘要、瀏覽和檢索的統一框架
第8章：應用
第9章：結論

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