Script recognition—a review

D Ghosh, T Dube, A Shivaprasad - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
A variety of different scripts are used in writing languages throughout the world. In a
multiscript, multilingual environment, it is essential to know the script used in writing a …

Neural networks for document image preprocessing: state of the art

A Rehman, T Saba - Artificial Intelligence Review, 2014 - Springer
Neural network are most popular in the research community due to its generalization
abilities. Additionally, it has been successfully implemented in biometrics, features selection …

Script identification in natural scene image and video frames using an attention based convolutional-LSTM network

AK Bhunia, A Konwer, AK Bhunia, A Bhowmick… - Pattern Recognition, 2019 - Elsevier
Script identification plays a significant role in analysing documents and videos. In this paper,
we focus on the problem of script identification in scene text images and video scripts …

Offline recognition of Devanagari script: a survey

R Jayadevan, SR Kolhe, PM Patil… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
In India, more than 300 million people use Devanagari script for documentation. There has
been a significant improvement in the research related to the recognition of printed as well …

Gujarati handwritten numeral optical character reorganization through neural network

AA Desai - Pattern recognition, 2010 - Elsevier
This paper deals with an optical character recognition (OCR) system for handwritten Gujarati
numbers. One may find so much of work for Indian languages like Hindi, Kannada, Tamil …

Script identification of multi-script documents: a survey

K Ubul, G Tursun, A Aysa, D Impedovo, G Pirlo… - IEEE …, 2017 - ieeexplore.ieee.org
In recent years, with the widespread of Internet and digitized processing of multi-script
documents worldwide, script identification techniques have become more important in the …

Introduction to document analysis and recognition

S Marinai - Machine learning in document analysis and …, 2008 - Springer
Document Analysis and Recognition (DAR) aims at the automatic extraction of information
presented on paper and initially addressed to human comprehension. The desired output of …

Bangla/English script identification based on analysis of connected component profiles

L Zhou, Y Lu, CL Tan - Document Analysis Systems VII: 7th International …, 2006 - Springer
Script identification is required for a multilingual OCR system. In this paper, we present a
novel and efficient technique for Bangla/English script identification with applications to the …

A novel framework for automatic sorting of postal documents with multi-script address blocks

S Basu, N Das, R Sarkar, M Kundu, M Nasipuri… - Pattern Recognition, 2010 - Elsevier
Recognition of numeric postal codes in a multi-script environment is a classical problem in
any postal automation system. In such postal documents, determination of the script of the …

Improved word-level handwritten indic script identification by integrating small convolutional neural networks

S Ukil, S Ghosh, SM Obaidullah, KC Santosh… - Neural Computing and …, 2020 - Springer
Handwritten document recognition has been an active domain of research in the field of
computer vision for several years since 1914 with the development of handheld scanner for …