Video Text Detection (Advances in Computer Vision and Pattern Recognition)
暫譯: 視頻文字檢測(計算機視覺與模式識別的進展)
Tong Lu, Shivakumara Palaiahnakote, Chew Lim Tan, Wenyin Liu
- 出版商: Springer
- 出版日期: 2014-08-11
- 售價: $2,470
- 貴賓價: 9.5 折 $2,347
- 語言: 英文
- 頁數: 264
- 裝訂: Hardcover
- ISBN: 1447165144
- ISBN-13: 9781447165149
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相關分類:
Computer Vision
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商品描述
This book presents a systematic introduction to the latest developments in video text detection. Opening with a discussion of the underlying theory and a brief history of video text detection, the text proceeds to cover pre-processing and post-processing techniques, character segmentation and recognition, identification of non-English scripts, techniques for multi-modal analysis and performance evaluation. The detection of text from both natural video scenes and artificially inserted captions is examined. Various applications of the technology are also reviewed, from license plate recognition and road navigation assistance, to sports analysis and video advertising systems. Features: explains the fundamental theory in a succinct manner, supplemented with references for further reading; highlights practical techniques to help the reader understand and develop their own video text detection systems and applications; serves as an easy-to-navigate reference, presenting the material in self-contained chapters.
商品描述(中文翻譯)
本書系統性地介紹了視頻文字檢測的最新發展。首先討論了基礎理論及視頻文字檢測的簡要歷史,接著涵蓋了預處理和後處理技術、字符分割和識別、非英語文字的識別、多模態分析和性能評估技術。還探討了從自然視頻場景和人工插入的字幕中檢測文字的技術。書中也回顧了該技術的各種應用,從車牌識別和道路導航輔助,到體育分析和視頻廣告系統。特點包括:以簡潔的方式解釋基本理論,並附有進一步閱讀的參考資料;強調實用技術,幫助讀者理解並開發自己的視頻文字檢測系統和應用;作為易於導航的參考資料,以自成章節的方式呈現內容。