Scene text detection and recognition: The deep learning era

S Long, X He, C Yao - International Journal of Computer Vision, 2021 - Springer
… development in deep-learning-based text detection and recognition from still scene images.
… works related to text detection and recognition. However, these papers are published before …

Deep learning approaches to scene text detection: a comprehensive review

T Khan, R Sarkar, AF Mollah - Artificial Intelligence Review, 2021 - Springer
… of deep neural network based models. In this paper, we present (1) a comprehensive review
of deep learning approaches towards scene text detection, (2) suitable deep frameworks for …

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

X Liu, G Meng, C Pan - … Journal on Document Analysis and Recognition  …, 2019 - Springer
… to the application of deep learning techniques on scene text detection and recognition. We
also give a … on scene text detection and recognition that need to be well explored in the future. …

A review of natural scene text detection methods

L Yang, D Ergu, Y Cai, F Liu, B Ma - Procedia Computer Science, 2022 - Elsevier
… This paper introduces the current types of deep learning-based natural scene text detection
… vision and machine learning, the technology of natural scene text detection will continue to …

Textfield: Learning a deep direction field for irregular scene text detection

Y Xu, Y Wang, W Zhou, Y Wang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… We shortly review some related works on scene text detection in Section II. The proposed
method is then detailed in Section III, followed by extensive experimental results in Section IV. …

Review of scene text detection and recognition

H Lin, P Yang, F Zhang - Archives of computational methods in …, 2020 - Springer
… Similar to text detection, scene text recognition also experiences the transition from … to deep
learning era. In this section, we roughly classify current mainstream text recognition methods …

Review of natural scene text detection and recognition based on deep learning

王建新, 王子亚, 田萱 - Journal of Software, 2020 - jos.org.cn
… information from scenes, and it can be improved by the help of deep learning. In this study,
the deep learning-based methods of text detection and recognition in natural scenes are …

Scene text detection in natural images: a review

D Cao, Y Zhong, L Wang, Y He, J Dang - Symmetry, 2020 - mdpi.com
… progress in scene text detection research. In this paper, we first introduce the history and
progress of scene text detection and classify the traditional methods and deep learning-based …

Scene text detection and recognition: a survey

F Naiemi, V Ghods, H Khalesi - Multimedia Tools and Applications, 2022 - Springer
learning. Chen et al. [11] have summarized the representative achievements in the scene
text recognition field based on the deep learning method. Texts in natural images have many …

Scene text detection with supervised pyramid context network

E Xie, Y Zang, S Shao, G Yu, C Yao, G Li - Proceedings of the AAAI …, 2019 - ojs.aaai.org
Scene text detection methods based on deep learning have … of natural scenes, previous
state-of-the-art text detection … paper an effective model for scene text detection, which is based …