Video Cataloguing: Structure Parsing and Content Extraction
暫譯: 視頻目錄編制:結構解析與內容提取
Guangyu Gao, Chi Harold Liu
- 出版商: CRC
- 出版日期: 2019-12-09
- 售價: $2,670
- 貴賓價: 9.5 折 $2,537
- 語言: 英文
- 頁數: 320
- 裝訂: Paperback
- ISBN: 1138894133
- ISBN-13: 9781138894136
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商品描述
The arrival of the digital age has created the need to be able to store, manage, and digitally use an ever-increasing amount of video and audio material. Thus, video cataloguing has emerged as a requirement of the times. Video Cataloguing: Structure Parsing and Content Extraction explains how to efficiently perform video structure analysis as well as extract the basic semantic contents for video summarization, which is essential for handling large-scale video data.
This book addresses the issues of video cataloguing, including video structure parsing and basic semantic word extraction, particularly for movie and teleplay videos. It starts by providing readers with a fundamental understanding of video structure parsing. It examines video shot boundary detection, recent research on video scene detection, and basic ideas for semantic word extraction, including video text recognition, scene recognition, and character identification.
The book lists and introduces some of the most commonly used features in video analysis. It introduces and analyzes the most popular shot boundary detection methods and also presents recent research on movie scene detection as another important and critical step for video cataloguing, video indexing, and retrieval.
The authors propose a robust movie scene recognition approach based on a panoramic frame and representative feature patch. They describe how to recognize characters in movies and TV series accurately and efficiently as well as how to use these character names as cataloguing items for an intelligent catalogue.
The book proposes an interesting application of highlight extraction in basketball videos and concludes by demonstrating how to design and implement a prototype system of automatic movie and teleplay cataloguing (AMTC) based on the approaches introduced in the book.
商品描述(中文翻譯)
數位時代的到來使得儲存、管理和數位使用日益增加的影音資料成為必要。因此,影音目錄編制已成為時代的需求。《影音目錄編制:結構解析與內容提取》解釋了如何有效地執行影音結構分析以及提取基本語義內容以進行影音摘要,這對於處理大規模影音數據至關重要。
本書探討了影音目錄編制的問題,包括影音結構解析和基本語義詞提取,特別針對電影和電視劇影片。它首先為讀者提供了影音結構解析的基本理解。書中檢視了影音鏡頭邊界檢測、近期的影音場景檢測研究,以及語義詞提取的基本概念,包括影音文字識別、場景識別和角色識別。
本書列舉並介紹了一些在影音分析中最常用的特徵。它介紹並分析了最受歡迎的鏡頭邊界檢測方法,並呈現了近期在電影場景檢測方面的研究,這是影音目錄編制、影音索引和檢索的另一個重要且關鍵的步驟。
作者提出了一種基於全景框架和代表性特徵區塊的穩健電影場景識別方法。他們描述了如何準確且高效地識別電影和電視劇中的角色,以及如何將這些角色名稱用作智能目錄的編目項目。
本書提出了一個有趣的應用,即在籃球影片中提取精彩片段,並以展示如何設計和實現基於書中介紹的方法的自動電影和電視劇目錄編制原型系統(AMTC)作為結尾。