Document Image Analysis: Current Trends and Challenges in Graphics Recognition
暫譯: 文件影像分析:圖形識別的當前趨勢與挑戰
K.C. Santosh
- 出版商: Springer
- 出版日期: 2018-10-02
- 售價: $4,690
- 貴賓價: 9.5 折 $4,456
- 語言: 英文
- 頁數: 174
- 裝訂: Hardcover
- ISBN: 9811323380
- ISBN-13: 9789811323386
海外代購書籍(需單獨結帳)
相關主題
商品描述
The book focuses on one of the key issues in document image processing – graphical symbol recognition, which is a sub-field of the larger research domain of pattern recognition. It covers several approaches: statistical, structural and syntactic, and discusses their merits and demerits considering the context. Through comprehensive experiments, it also explores whether these approaches can be combined.
The book presents research problems, state-of-the-art methods that convey basic steps as well as prominent techniques, evaluation metrics and protocols, and research standpoints/directions that are associated with it. However, it is not limited to straightforward isolated graphics (visual patterns) recognition; it also addresses complex and composite graphical symbols recognition, which is motivated by real-world industrial problems.
商品描述(中文翻譯)
本書專注於文件影像處理中的一個關鍵議題——圖形符號識別,這是更大研究領域模式識別的一個子領域。書中涵蓋了幾種方法:統計方法、結構方法和語法方法,並根據上下文討論它們的優缺點。通過全面的實驗,本書還探討了這些方法是否可以結合使用。
本書提出了研究問題、最先進的方法,傳達基本步驟以及突出的技術、評估指標和協議,以及與之相關的研究立場/方向。然而,本書並不僅限於簡單的孤立圖形(視覺模式)識別;它還涉及複雜和綜合的圖形符號識別,這是受到現實世界工業問題的驅動。