A Classical Approach to Handcrafted Feature Extraction Techniques for Bangla Handwritten Digit Recognition

Md. Ferdous Wahid,Md. Fahim Shahriar,Md. Shohanur Islam Sobuj

2021 International Conference on Electronics, Communications and Information Technology (ICECIT)（2021）

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摘要

Bangla Handwritten Digit recognition is a significant step forward in the development of Bangla OCR. However, intricate shape, structural likeness and distinctive composition style of Bangla digits makes it relatively challenging to distinguish. Thus, in this paper, we benchmarked four rigorous classifiers to recognize Bangla Handwritten Digit: K-Nearest Neighbor (KNN), Support Vector Machine (SVM...

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关键词

Support vector machines,Radio frequency,Measurement,Handwriting recognition,Machine learning algorithms,Shape,Feature extraction

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