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 …

Bangla handwritten character recognition using deep convolutional autoencoder neural network

MA Azad, HS Singha… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
Handwritten Character Recognition (HCR) is one of the most challenging tasks in the field of
pattern recognition and computer vision. In image classification, performance can be …

Kdanet: Handwritten character recognition for Bangla language using deep learning

KK Rabbi, A Hossain, P Dev, A Sadman… - … on Computer and …, 2022 - ieeexplore.ieee.org
Character recognition is the numerical conversion of images in typed, handwritten, or printed
format which allows a computer to recognize them. Bangla is one of the most complex …

Borno: Bangla handwritten character recognition using a multiclass convolutional neural network

AKMSA Rabby, MM Islam, N Hasan, J Nahar… - Proceedings of the …, 2020 - Springer
Handwriting recognition is still not a solved problem. With the advancements in artificial
intelligence and machine learning, the construction of Optical Character Recognition …

Handwritten Bangla character recognition using convolutional neural networks: a comparative study and new lightweight model

MNI Opu, ME Hossain, MA Kabir - Neural Computing and Applications, 2024 - Springer
Handwriting is a crucial way to enhance character recognition and learn new words.
However, the Bangla characters consist of very complex shapes and similar patterns. Deep …

[PDF][PDF] Handwritten Bengali Alphabets, Compound Characters and Numerals Recognition Using CNN-based Approach

M Asraful, MA Hossain, E Hossen - Annals of Emerging …, 2023 - researchgate.net
Accurately classifying user-independent handwritten Bengali characters and numerals
presents a formidable challenge in their recognition. This task becomes more complicated …

DigiNet: Prediction of Assamese handwritten digits using convolutional neural network

P Dutta, NB Muppalaneni - Concurrency and computation …, 2021 - Wiley Online Library
Numerous work focusing on Indian Languages for automatically recognizing characters has
been witnessed in literature in the last few decades. But it was observed that only a handful …

Soft computing approaches for character credential and word prophecy analysis with stone encryptions

V Vani, SR Ananthalakshmi - Soft Computing, 2020 - search.proquest.com
The uniform corpus of untranslated script is a preliminary stage for computational epigraphy.
Mechanizing this process through deep learning algorithms will be an essential support to …

[HTML][HTML] BNVGLENET: Hypercomplex Bangla handwriting character recognition with hierarchical class expansion using Convolutional Neural Networks

JO Bappi, MAT Rony, MS Islam - Natural Language Processing Journal, 2024 - Elsevier
Object recognition technology has made significant strides where recognizing handwritten
Bangla characters including symbols, compounds form, etc. remains a challenging problem …

A Deep Learning Approach for Bangla Handwritten Character Recognition

A Debnath, MM Hasan, M Raihan… - 2023 26th International …, 2023 - ieeexplore.ieee.org
For many purposes, such as document digitalization and linguistic study, handwritten
character recognition is essential. This experiment offers a novel method for reading …