RECOGNITION OF WHITEBOARD NOTES: ONLINE, OFFLINE AND COMBINATION
暫譯: 白板筆記的識別:線上、離線及結合模式

Marcus Liwicki, Horst Bunke

  • 出版商: World Scientific Pub
  • 出版日期: 2008-08-01
  • 售價: $4,960
  • 貴賓價: 9.5$4,712
  • 語言: 英文
  • 頁數: 206
  • 裝訂: Hardcover
  • ISBN: 9812814531
  • ISBN-13: 9789812814531
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book addresses the task of processing online handwritten notes acquired from an electronic whiteboard, which is a new modality in handwriting recognition research. The main motivation of this book is smart meeting rooms, aim to automate standard tasks usually performed by humans in a meeting.

The book can be summarized as follows. A new online handwritten database is compiled, and four handwriting recognition systems are developed. Moreover, novel preprocessing and normalization strategies are designed especially for whiteboard notes and a new neural network based recognizer is applied. Commercial recognition systems are included in a multiple classifier system. The experimental results on the test set show a highly significant improvement of the recognition performance to more than 86%.

Contents: Classification Methods; Linguistic Resources and Handwriting Databases; Off-Line Approach; On-Line Approach; Multiple Classifier Combination; Writer-Dependent Recognition.

商品描述(中文翻譯)

本書探討從電子白板獲取的在線手寫筆記的處理任務,這是手寫識別研究中的一種新模式。本書的主要動機是智能會議室,旨在自動化會議中通常由人類執行的標準任務。

本書可以總結如下:編輯了一個新的在線手寫數據庫,並開發了四個手寫識別系統。此外,特別為白板筆記設計了新穎的預處理和標準化策略,並應用了基於神經網絡的識別器。商業識別系統被納入多分類器系統中。測試集上的實驗結果顯示識別性能有顯著提高,達到超過86%。

內容: 分類方法;語言資源和手寫數據庫;離線方法;在線方法;多分類器組合;依賴於作者的識別。