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Conference Paper
Handwritten Character Recognition based on SVMs for a multiplication table game
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- Authors
- Dongjin Lee, Hosub Yoon, Myung-Ae Chung
- Issue Date
- 2012-11
- Citation
- International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2012, pp.103-105
- Publisher
- IEEE
- Language
- English
- Type
- Conference Paper
- Abstract
- In this paper, we present a multiplication table game that automatically detects and recognizes handwritten digits written on the white board. The result of the multiplication of two numbers would not only be displayed on the monitor, but it would be also spoken by the Text To Speech (TTS). The proposed application is divided into three stages: 1) detect a white board; 2) segment candidate regions of handwritten characters on the white board; 3) recognition using SVMs. In the experiment, the MNIST database of handwritten digits is used to evaluate the performance of the proposed application and very promising results are achieved. Copyright © 2012 IEEE.
- KSP Keywords
- Handwritten character recognition, Handwritten digits, MNIST database, Multiplication table, Text-To-Speech(TTS)