Search Results for author: Lalita Kumari

Found 4 papers, 0 papers with code

GatedLexiconNet: A Comprehensive End-to-End Handwritten Paragraph Text Recognition System

no code implementations22 Apr 2024 Lalita Kumari, Sukhdeep Singh, Vaibhav Varish Singh Rathore, Anuj Sharma

Thus, in this study, we present an end-to-end paragraph recognition system that incorporates internal line segmentation and gated convolutional layers based encoder.

Handwritten Text Recognition Segmentation

Lexicon and Attention based Handwritten Text Recognition System

no code implementations11 Sep 2022 Lalita Kumari, Sukhdeep Singh, VVS Rathore, Anuj Sharma

The handwritten text recognition problem is widely studied by the researchers of computer vision community due to its scope of improvement and applicability to daily lives, It is a sub-domain of pattern recognition.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

A Lexicon and Depth-wise Separable Convolution Based Handwritten Text Recognition System

no code implementations11 Jul 2022 Lalita Kumari, Sukhdeep Singh, VVS Rathore, Anuj Sharma

In recent studies, combination of convolutional neural network and gated convolutional neural networks based models demonstrated less number of parameters in comparison to convolutional recurrent neural networks based models.

Decoder Handwritten Text Recognition

A Comprehensive Handwritten Paragraph Text Recognition System: LexiconNet

no code implementations23 May 2022 Lalita Kumari, Sukhdeep Singh, Vaibhav Varish Singh Rathore, Anuj Sharma

In this study, an end-to-end paragraph recognition system is presented with a lexicon decoder as a post-processing step.

Decoder Handwritten Text Recognition

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