Line-segment Feature Analysis Algorithm Using Input Dimensionality Reduction for Handwritten Text Recognition

Line-segment Feature Analysis Algorithm Using Input Dimensionality Reduction for Handwritten Text Recognition

Recently, demand for handwriting recognition, such as automation of mail sorting, license plate recognition, and electronic memo pads, has exponentially increased in various industrial fields. In addition, in the image recognition field, methods using artificial convolutional neural networks, which...

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Bibliographic Details
Main Authors: Chang-Min Kim, Ellen J. Hong, Kyungyong Chung, Roy C. Park
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Applied Sciences
Subjects:
feature extraction
dimensionality reduction
line-segment features
<i>k</i>-nearest neighbor
support vector machine
Online Access:https://www.mdpi.com/2076-3417/10/19/6904

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