Handwritten Devanagari Character Classification Using CNN

Author:

Kavya Addepalli,Vivek Nunna,Harika Maddukuri,Nidumolu Venkatram

Publisher

Springer Singapore

Reference21 articles.

1. Shelke S, Apte S (2015) A fuzzy based classification scheme for unconstrained handwritten devanagari character recognition. In: International conference on communication, information & computing technology (ICCICT)

2. Shaw B, Parui S, Shridhar M (2008) Offline handwritten devanagari word recognition: a holistic approach based on directional chain code feature and HMM. In: International conference on information technology, pp 203–208

3. Tompson JJ, Jain A, LeCun Y, Bregler C (2014) Joint training of a convolutional network and a graphical model for human pose estimation. In: Advances in neural information processing systems, pp 1799–1807

4. Taigman Y, Yang M, Ranzato M, Wolf L (2014) Deep face: closing the gap to human-level performance in face verification. In: IEEE conference on computer vision and pattern recognition. IEEE, pp 1701–1708

5. Krizhevsky A, Sutskever I, Hinton GE (2012) Imagenet classification with deep convolutional neural networks. In: Advances in neural information processing systems, pp 1097–1105

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1. Devanagari Lipi Recognition Using Deep Learning Techniques;2023 6th International Conference on Information Systems and Computer Networks (ISCON);2023-03-03

2. OCR for Devanagari Script Using a Deep Hybrid CNN-RNN Network;Lecture Notes in Electrical Engineering;2022-12-04

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