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cs.CV2024
Graph Neural Network based Handwritten Trajectories Recognition
Anuj Sharma, Sukhdeep Singh, S Ratna
The graph neural networks has been proved to be an efficient machine learning technique in real life applications. The handwritten recognition is one of the useful area in real lif…
cs.CV2024
GatedLexiconNet: A Comprehensive End-to-End Handwritten Paragraph Text Recognition System
Lalita Kumari, Sukhdeep Singh, Vaibhav Varish Singh Rathore +1
The Handwritten Text Recognition problem has been a challenge for researchers for the last few decades, especially in the domain of computer vision, a subdomain of pattern recognit…
cs.CV2024
An inclusive review on deep learning techniques and their scope in handwriting recognition
Sukhdeep Singh, Sudhir Rohilla, Anuj Sharma
Deep learning expresses a category of machine learning algorithms that have the capability to combine raw inputs into intermediate features layers. These deep learning algorithms h…