[HTML][HTML] 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 …

Real-time scene text detection with differentiable binarization and adaptive scale fusion

M Liao, Z Zou, Z Wan, C Yao… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Recently, segmentation-based scene text detection methods have drawn extensive attention
in the scene text detection field, because of their superiority in detecting the text instances of …

Fourier contour embedding for arbitrary-shaped text detection

Y Zhu, J Chen, L Liang, Z Kuang… - Proceedings of the …, 2021 - openaccess.thecvf.com
One of the main challenges for arbitrary-shaped text detection is to design a good text
instance representation that allows networks to learn diverse text geometry variances. Most …

Real-time scene text detection with differentiable binarization

M Liao, Z Wan, C Yao, K Chen, X Bai - Proceedings of the AAAI …, 2020 - ojs.aaai.org
Recently, segmentation-based methods are quite popular in scene text detection, as the
segmentation results can more accurately describe scene text of various shapes such as …

Turning a clip model into a scene text detector

W Yu, Y Liu, W Hua, D Jiang… - Proceedings of the …, 2023 - openaccess.thecvf.com
The recent large-scale Contrastive Language-Image Pretraining (CLIP) model has shown
great potential in various downstream tasks via leveraging the pretrained vision and …

Pan++: Towards efficient and accurate end-to-end spotting of arbitrarily-shaped text

W Wang, E Xie, X Li, X Liu, D Liang… - … on Pattern Analysis …, 2021 - ieeexplore.ieee.org
Scene text detection and recognition have been well explored in the past few years. Despite
the progress, efficient and accurate end-to-end spotting of arbitrarily-shaped text remains …

Abcnet v2: Adaptive bezier-curve network for real-time end-to-end text spotting

Y Liu, C Shen, L Jin, T He, P Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
End-to-end text-spotting, which aims to integrate detection and recognition in a unified
framework, has attracted increasing attention due to its simplicity of the two complimentary …

Contournet: Taking a further step toward accurate arbitrary-shaped scene text detection

Y Wang, H Xie, ZJ Zha, M Xing… - proceedings of the …, 2020 - openaccess.thecvf.com
Scene text detection has witnessed rapid development in recent years. However, there still
exists two main challenges: 1) many methods suffer from false positives in their text …

Deep relational reasoning graph network for arbitrary shape text detection

SX Zhang, X Zhu, JB Hou, C Liu… - Proceedings of the …, 2020 - openaccess.thecvf.com
Arbitrary shape text detection is a challenging task due to the high variety and complexity of
scenes texts. In this paper, we propose a novel unified relational reasoning graph network …

Progressive contour regression for arbitrary-shape scene text detection

P Dai, S Zhang, H Zhang, X Cao - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
State-of-the-art scene text detection methods usually model the text instance with local
pixels or components from the bottom-up perspective and, therefore, are sensitive to noises …