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Physical Sciences and Engineering Computer Science Computer Vision and Pattern Recognition

A novel prototype generation technique for handwriting digit recognition

Article ID Journal Published Year Pages File Type
10360379 Pattern Recognition 2014 9 Pages PDF
Abstract
Experimental tests on the MNIST dataset demonstrated that our technique represents a good trade-off among accuracy, classification speed and robustness to handwriting style changes.
Keywords
k-nearest neighborPrototype generation
Related Topics
Physical Sciences and Engineering Computer Science Computer Vision and Pattern Recognition
Preview
A novel prototype generation technique for handwriting digit recognition
Authors
S. Impedovo, F.M. Mangini, D. Barbuzzi,
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Journal
Pattern Recognition
Journal: Pattern Recognition
Related Categories
k-nearest neighbor
Prototype generation
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