Language identification from multi-lingual scene text images: a CNN based classifier ensemble approach

N Chakraborty, S Kundu, S Paul, AF Mollah… - Journal of Ambient …, 2021 - Springer
Since the past two decades, detecting text regions in complex natural images has emerged
as a problem of great interest for the research fraternity. This is because these regions of …

Text localization in camera captured images using fuzzy distance transform based adaptive stroke filter

S Paul, S Saha, S Basu, PK Saha… - Multimedia Tools and …, 2019 - Springer
Localization of text from camera captured images with complex background is now-a-days a
growing demand of modern IT enable service. Most of the current text localization …

Application of daisy descriptor for language identification in the wild

N Chakraborty, A Chatterjee, PK Singh… - Multimedia Tools and …, 2021 - Springer
Recent years have witnessed significant development in the field of text detection in natural
scene images. However, issues like poor image quality and complex background reduce the …

Multilingual scene text detection using gradient morphology

D Dhar, N Chakraborty, S Choudhury… - International Journal of …, 2020 - igi-global.com
Text detection in natural scene images is an interesting problem in the field of information
retrieval. Several methods have been proposed over the past few decades for scene text …

An improved stroke width transform to detect race bib numbers

WM de Jesus, DL Borges - … , MCPR 2018, Puebla, Mexico, June 27-30 …, 2018 - Springer
We present modifications in a local operator known as stroke width transform (SWT) in order
to improve its performance to detect Race Bib Numbers (RBNs) from natural images of …

BOB: a bi-level overlapped binning procedure for scene word binarization

IN Dutta, N Chakraborty, AF Mollah, S Basu… - Multimedia Tools and …, 2021 - Springer
Scene text analysis involves detecting and processing text/words in natural scene images
for serving various purposes. This problem domain intrigues the research fraternity due to …

Boosted Edge Detection Algorithm for Unstructured Environment in Document Using Optimized Text Region Detection

NP Revathy, S Janarthanam, S Sukumaran - Asian Journal of Computer …, 2019 - ajcst.co
Document images are more popular in today's world and being made available over the
internet for Information retrieval. The document images becomes a difficult task compared …