Recognition of Whiteboard Notes: Online, Offline and Combination

Posted By: tot167
Recognition of Whiteboard Notes: Online, Offline and Combination

Marcus Liwicki, Horst Bunke, "Recognition of Whiteboard Notes: Online, Offline and Combination"
World Scientific Publishing Company | 2008 | ISBN: 9812814531 | 228 pages | PDF | 3,3 MB

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%.

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