[HTML][HTML] VashaNet: an automated system for recognizing handwritten Bangla basic characters using deep convolutional neural network

M Raquib, MA Hossain, MK Islam, MS Miah - Machine Learning with …, 2024 - Elsevier
Automated character recognition is currently highly popular due to its wide range of
applications. Bengali handwritten character recognition (BHCR) is an extremely difficult …

Bangla handwritten character and digit recognition using deep convolutional neural network on augmented dataset and its applications

H Huda, MAI Fahad, M Islam… - 2022 16th International …, 2022 - ieeexplore.ieee.org
Bangla Handwritten digit and character recognition, a complex computer vision problem that
is important for the Bengali language as the progress in this segment for the Bengali …

[PDF][PDF] A machine learning approach for Bengali handwritten vowel character recognition

S Ahsan, TN Shah, TB Sarwar, MSU Miah… - … International Journal of …, 2022 - academia.edu
Recognition of handwritten characters is complex because of the different shapes and
numbers of characters. Many handwritten character recognition strategies have been …

[PDF][PDF] State-of-the-Art Bangla Handwritten Character Recognition Using a Modified Resnet-34 Architecture

MAR Alif - Int. J. Innov. Sci. Res. Technol, 2024 - researchgate.net
Bangla Handwritten Character Recognition (HCR) remains a persistent challenge within the
domain of Optical Character Recognition (OCR) systems. Despite extensive research efforts …

Isolated Gujarati handwritten character recognition (HCR) using deep learning (LSTM)

B Rajyagor, R Rakholia - 2021 Fourth International Conference …, 2021 - ieeexplore.ieee.org
With the swiftly escalating the paperless and automated offices and governance we required
to convert paper into digital form. HCR is the form of optical character recognition to …

[PDF][PDF] Deep Convolutional Transfer Learning approach for Bengali handwritten character recognition from document image

S De, D Verma - Science and Culture, 2023 - scienceandculture-isna.org
Bengali is one of the most popular official languages in India. Bengali literature is very rich
and voluminous mostly contributed by the work of poets and writers like Rabindranath …

Multi-lingual character segmentation and recognition based on adaptive projection profiles and composite feature vectors

NV Vishwanath, K Manjunathachari… - Multimedia Tools and …, 2023 - Springer
In recent years, multi-lingual character segmentation and recognition has attracted the wide
range of researchers. However, the variations in the structures of characters in different …

Recognition of handwritten bengali characters using low cost convolutional neural network

R Jadhav, S Gadge, K Kharde… - … in Technology and …, 2022 - ieeexplore.ieee.org
Handwritten character recognition of Bangla Script is one of the most difficult and complex
tasks in pattern recognition, because of the complicated alignment and similarity in the …

ResViT: An Integrated Approach Using ResNet50v2 and Vision Transformer for Enhanced Bangla Handwritten Character Recognition

K Tanvir, MS Al Huda, MS Kabir… - … on Information and …, 2024 - ieeexplore.ieee.org
Bangla, also known as Bengali, serves as the official language of Bangladesh and is the
second most widely spoken language in India, flourishing in the voices of 300 million people …

BanglaHandwritten: A Comparative Study among Single, Numeral, Vowel Modifier, And Compound Characters Recognition Using CNN

S Jaman, MH Sovon, S Raihanuzzaman… - 2022 13th …, 2022 - ieeexplore.ieee.org
The difficulty of handwritten character identification varies by language, owing to differences
in shapes, lines, numbers, and size of characters. There are several studies for the …