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 …

Learning RoI transformer for oriented object detection in aerial images

J Ding, N Xue, Y Long, GS **a… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Object detection in aerial images is an active yet challenging task in computer vision
because of the bird's-eye view perspective, the highly complex backgrounds, and the variant …

Scene text detection and recognition: a survey

F Naiemi, V Ghods, H Khalesi - Multimedia Tools and Applications, 2022 - Springer
Scene text detection and recognition have been given a lot of attention in recent years and
have been used in many vision-based applications. In this field, there are various types of …

Look more than once: An accurate detector for text of arbitrary shapes

C Zhang, B Liang, Z Huang, M En… - Proceedings of the …, 2019 - openaccess.thecvf.com
Previous scene text detection methods have progressed substantially over the past years.
However, limited by the receptive field of CNNs and the simple representations like …

Learning shape-aware embedding for scene text detection

Z Tian, M Shu, P Lyu, R Li, C Zhou… - Proceedings of the …, 2019 - openaccess.thecvf.com
We address the problem of detecting scene text in arbitrary shapes, which is a challenging
task due to the high variety and complexity of the scene. Specifically, we treat text detection …

Scene text detection with supervised pyramid context network

E **e, 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 achieved remarkable results
over the past years. However, due to the high diversity and complexity of natural scenes …

Arbitrary shape scene text detection with adaptive text region representation

X Wang, Y Jiang, Z Luo, CL Liu… - Proceedings of the …, 2019 - openaccess.thecvf.com
Scene text detection attracts much attention in computer vision, because it can be widely
used in many applications such as real-time text translation, automatic information entry …

Learning RoI transformer for detecting oriented objects in aerial images

J Ding, N Xue, Y Long, GS **a, Q Lu - arxiv preprint arxiv:1812.00155, 2018 - arxiv.org
Object detection in aerial images is an active yet challenging task in computer vision
because of the birdview perspective, the highly complex backgrounds, and the variant …

On the arbitrary-oriented object detection: Classification based approaches revisited

X Yang, J Yan - International Journal of Computer Vision, 2022 - Springer
Arbitrary-oriented object detection has been a building block for rotation sensitive tasks. We
first show that the boundary problem suffered in existing dominant regression-based rotation …

Mask R-CNN with pyramid attention network for scene text detection

Z Huang, Z Zhong, L Sun, Q Huo - 2019 IEEE Winter …, 2019 - ieeexplore.ieee.org
In this paper, we present a new Mask R-CNN based text detection approach which can
robustly detect multi-oriented and curved text from natural scene images in a unified …