Script identification algorithms: a survey

P Sahare, SB Dhok - International Journal of Multimedia Information …, 2017 - Springer
Script identification is being widely accepted techniques for selection of the particular script
OCR (Optical Character Recognition) in multilingual document images. Extensive research …

PHDIndic_11: page-level handwritten document image dataset of 11 official Indic scripts for script identification

SM Obaidullah, C Halder, KC Santosh, N Das… - Multimedia Tools and …, 2018 - Springer
Without publicly available dataset, specifically in handwritten document recognition (HDR),
we cannot make a fair and/or reliable comparison between the methods. Considering HDR …

Understanding movie poster: transfer-deep learning approach for graphic-rich text recognition

M Ghosh, SS Roy, H Mukherjee, SM Obaidullah… - The Visual …, 2022 - Springer
Graphic-rich texts are common in posters. In a movie poster, information, such as movie title,
tag lines, and names of the actors, director, and production house, is available. Graphic-rich …

LWSINet: A deep learning-based approach towards video script identification

M Ghosh, H Mukherjee, SM Obaidullah… - Multimedia Tools and …, 2021 - Springer
Videos–a high volume of texts–broadcast via different media, such as television and the
internet. Since Optical Character Recognition (OCR) engines are script-dependent, script …

Handwritten Indic script identification in multi-script document images: a survey

SM Obaidullah, KC Santosh, N Das… - International Journal of …, 2018 - World Scientific
Script identification is crucial for automating optical character recognition (OCR) in multi-
script documents since OCRs are script-dependent. In this paper, we present a …

City name recognition for Indian postal automation: Exploring script dependent and independent approach

S Chatterjee, H Mukherjee, S Sen… - Multimedia Tools and …, 2024 - Springer
Postal documents are often used for official communication, online shopping, etc. At times,
the delivery gets delayed due to multiple scripts leading to the need for postal sorting …

Language discrimination by texture analysis of the image corresponding to the text

D Brodić, A Amelio, ZN Milivojević - Neural Computing and Applications, 2018 - Springer
The manuscript provides a novel method for language identification using the texture
analysis of the script. The method consists of mapping each letter from the text with certain …

Newspaper text recognition of Gurumukhi script using random forest classifier

RP Kaur, M Kumar, MK Jindal - Multimedia Tools and Applications, 2020 - Springer
Newspapers consist of very crucial information related to current as well memorable events.
So, newspaper text needs to be preserved in a computer processable form for indexing of …

Content independent writer identification on Bangla Script: a document level approach

C Halder, SM Obaidullah, KC Santosh… - International Journal of …, 2018 - World Scientific
Offline writer identification is one of the major fields of study in behavioral biometric. It is a
process of matching a questioned document with other documents of known writers to find …

Numeral script identification from handwritten document images

SM Obaidullah, C Halder, N Das, K Roy - Procedia Computer Science, 2015 - Elsevier
In this paper a novel HNSI (Handwritten Numeral Script Identification) framework to identify
scripts from document images containing numeral text written by any one of the four popular …