Text detection and recognition in imagery: A survey

Q Ye, D Doermann - IEEE transactions on pattern analysis and …, 2014 - ieeexplore.ieee.org
This paper analyzes, compares, and contrasts technical challenges, methods, and the
performance of text detection and recognition research in color imagery. It summarizes the …

Text detection, recognition, and script identification in natural scene images: a Review

V Naosekpam, N Sahu - International Journal of Multimedia Information …, 2022 - Springer
Text in natural scene images plays a vital role in scene understanding. It contains a rich and
abundant amount of valuable semantic information useful in many applications such as …

Scene text detection and recognition with advances in deep learning: a survey

X Liu, G Meng, C Pan - International Journal on Document Analysis and …, 2019 - Springer
Scene text detection and recognition has become a very active research topic in recent
several years. It can find many applications in reality ranging from navigation for vision …

Text extraction from natural scene image: A survey

H Zhang, K Zhao, YZ Song, J Guo - Neurocomputing, 2013 - Elsevier
With the increasing popularity of portable camera devices and embedded visual processing,
text extraction from natural scene images has become a key problem that is deemed to …

Traditional to transfer learning progression on scene text detection and recognition: a survey

N Gupta, AS Jalal - Artificial Intelligence Review, 2022 - Springer
Many computer vision-based techniques utilize semantic information ie scene text present in
a natural scene for image analysis. Subsequently, in recent times researchers pay more …

End-to-end text recognition with hybrid HMM maxout models

O Alsharif, J Pineau - arxiv preprint arxiv:1310.1811, 2013 - arxiv.org
The problem of detecting and recognizing text in natural scenes has proved to be more
challenging than its counterpart in documents, with most of the previous work focusing on a …

Scene text extraction with edge constraint and text collinearity

SH Lee, MS Cho, K Jung, JH Kim - 2010 20th international …, 2010 - ieeexplore.ieee.org
In this paper, we propose a framework for isolating text regions from natural scene images.
The main algorithm has two functions: it generates text region candidates, and it verifies of …

Text detection and localization in complex scene images using constrained adaboost algorithm

SM Hanif, L Prevost - 2009 10th international conference on …, 2009 - ieeexplore.ieee.org
We have proposed a complete system for text detection and localization in gray scale scene
images. A boosting framework integrating feature and weak classifier selection based on …

Review of text extraction algorithms for scene-text and document images

P Sahare, SB Dhok - IETE Technical Review, 2017 - Taylor & Francis
One of the major applications of text retrieval from images is to extract the text information
and then recognize its characters. This is helpful for indexing the images within storage …

Multi-oriented text detection in natural scene images based on the intersection of MSER with the locally binarized image

A Agrahari, R Ghosh - Procedia Computer Science, 2020 - Elsevier
The problem of text extraction is an interesting area of research in computer vision domain.
In the recent years, emergence of various applications on smart hand-held devices such as …