Hybrid manifold smoothing and label propagation technique for Kannada handwritten character recognition

Hybrid manifold smoothing and label propagation technique for Kannada handwritten character recognition

Handwritten character recognition is one of the classical problems in the field of image classification. Supervised learning techniques using deep learning models are highly effective in their application to handwritten character recognition. However, they require a large dataset of labeled samples...

Full description

Bibliographic Details
Main Authors: G. Ramesh, J. Shreyas, J. Manoj Balaji, Ganesh N. Sharma, H. L. Gururaj, N. N. Srinidhi, S. S. Askar, Mohamed Abouhawwash
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-04-01
Series:Frontiers in Neuroscience
Subjects:
computer vision
convolutional neural networks
handwritten character recognition
machine learning
manifold smoothing
label propagation
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2024.1362567/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2024.1362567/full

Similar Items