Text recognition in the wild: A survey

X Chen, L **, 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 …

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 …

Detecting oriented text in natural images by linking segments

B Shi, X Bai, S Belongie - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Most state-of-the-art text detection methods are specific to horizontal Latin text and are not
fast enough for real-time applications. We introduce Segment Linking (SegLink), an oriented …

Detecting text in natural image with connectionist text proposal network

Z Tian, W Huang, T He, P He, Y Qiao - … 11-14, 2016, proceedings, part VIII …, 2016 - Springer
We propose a novel Connectionist Text Proposal Network (CTPN) that accurately localizes
text lines in natural image. The CTPN detects a text line in a sequence of fine-scale text …

Multi-oriented scene text detection via corner localization and region segmentation

P Lyu, C Yao, W Wu, S Yan… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Previous deep learning based state-of-the-art scene text detection methods can be roughly
classified into two categories. The first category treats scene text as a type of general objects …

Single shot text detector with regional attention

P He, W Huang, T He, Q Zhu… - Proceedings of the …, 2017 - openaccess.thecvf.com
We present a novel single-shot text detector that directly outputs word-level bounding boxes
in a natural image. We propose an attention mechanism which roughly identifies text regions …

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 …

Deeptext: A new approach for text proposal generation and text detection in natural images

Z Zhong, L **, S Huang - 2017 IEEE international conference …, 2017 - ieeexplore.ieee.org
In this paper, we develop a new approach called DeepText for text region proposal
generation and text detection in natural images via a fully convolutional neural network …

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 …

Research on image text recognition based on canny edge detection algorithm and k-means algorithm

F Wu, C Zhu, J Xu, MW Bhatt, A Sharma - International Journal of System …, 2022 - Springer
The latest research in the field of recognition of image characters has led to various
developments in the modern technological works for the improvement of recognition rate …