Understanding deep learning techniques for image segmentation

S Ghosh, N Das, I Das, U Maulik - ACM computing surveys (CSUR), 2019 - dl.acm.org
The machine learning community has been overwhelmed by a plethora of deep learning--
based approaches. Many challenging computer vision tasks, such as detection, localization …

Text recognition in the wild: A survey

X Chen, L Jin, Y Zhu, C Luo, T Wang - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
The history of text can be traced back over thousands of years. Rich and precise semantic
information carried by text is important in a wide range of vision-based application …

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 …

A robust arbitrary text detection system for natural scene images

A Risnumawan, P Shivakumara, CS Chan… - Expert Systems with …, 2014 - Elsevier
Text detection in the real world images captured in unconstrained environment is an
important yet challenging computer vision problem due to a great variety of appearances …

Scene text detection and recognition: Recent advances and future trends

Y Zhu, C Yao, X Bai - Frontiers of Computer Science, 2016 - Springer
Text, as one of the most influential inventions of humanity, has played an important role in
human life, so far from ancient times. The rich and precise information embodied in text is …

Scene text detection via holistic, multi-channel prediction

C Yao, X Bai, N Sang, X Zhou, S Zhou… - arXiv preprint arXiv …, 2016 - arxiv.org
Recently, scene text detection has become an active research topic in computer vision and
document analysis, because of its great importance and significant challenge. However, vast …

Strokelets: A learned multi-scale representation for scene text recognition

C Yao, X Bai, B Shi, W Liu - Proceedings of the IEEE …, 2014 - openaccess.thecvf.com
Driven by the wide range of applications, scene text detection and recognition have become
active research topics in computer vision. Though extensively studied, localizing and …

Word spotting in the wild

K Wang, S Belongie - Computer Vision–ECCV 2010: 11th European …, 2010 - Springer
We present a method for spotting words in the wild, ie, in real images taken in unconstrained
environments. Text found in the wild has a surprising range of difficulty. At one end of the …

Deep learning approaches to scene text detection: a comprehensive review

T Khan, R Sarkar, AF Mollah - Artificial Intelligence Review, 2021 - Springer
In recent times, text detection in the wild has significantly raised its ability due to tremendous
success of deep learning models. Applications of computer vision have emerged and got …

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 …