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Eighth century tamil consonants recognition from stone inscriptions

机译:石刻铭文对八世纪泰米尔辅音的认可

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Ancient Tamil character recognition is an important research and application area on pattern recognition theory, which plays an important role on realizing automation of inputting character at all cases. In order to improve the rate of character recognition and decrease the time of recognition training, referencing to immune biological principle, an ancient Tamil character recognition algorithm based on artificial immune is proposed. The simulation results shown that the method has faster speed and higher accuracy than the traditional ancient Tamil character recognition based on neural network. The algorithm steals the merit of self-adaptive learning, and immune memory in the biology immune system, which can also be applied to abnormity detection and pattern recognition. Ancient Tamil character recognition includes complex per-processes such as; segmenting, smoothing filtering , normalizing and other processing. Different algorithms bring many differences in speed and accuracy of recognition.
机译:古代泰米尔语字符识别是模式识别理论的重要研究和应用领域,对于实现所有情况下的字符输入自动化都具有重要作用。为了提高字符识别率,减少识别训练时间,参考免疫生物学原理,提出了一种基于人工免疫的古老泰米尔字符识别算法。仿真结果表明,该方法比传统的基于神经网络的古代泰米尔语字符识别具有更快的速度和更高的精度。该算法窃取了自适应学习和生物免疫系统中免疫记忆的优点,也可以应用于异常检测和模式识别。古代泰米尔语字符识别包括复杂的每个过程,例如;分割,平滑过滤,标准化和其他处理。不同的算法在识别速度和准确性上带来许多差异。

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