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 …

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

M Liao, Z Wan, C Yao, K Chen, X Bai - … of the AAAI conference on artificial …, 2020 - 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 …

Esir: End-to-end scene text recognition via iterative image rectification

F Zhan, S Lu - Proceedings of the IEEE/CVF conference on …, 2019 - openaccess.thecvf.com
Automated recognition of texts in scenes has been a research challenge for years, largely
due to the arbitrary text appearance variation in perspective distortion, text line curvature …

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 …

Adaptive boundary proposal network for arbitrary shape text detection

SX Zhang, X Zhu, C Yang, H Wang… - Proceedings of the …, 2021 - openaccess.thecvf.com
Arbitrary shape text detection is a challenging task due to the high complexity and variety of
scene texts. In this work, we propose a novel adaptive boundary proposal network for …

Semantic correlation promoted shape-variant context for segmentation

H Ding, X Jiang, B Shuai, AQ Liu… - Proceedings of the …, 2019 - openaccess.thecvf.com
Context is essential for semantic segmentation. Due to the diverse shapes of objects and
their complex layout in various scene images, the spatial scales and shapes of contexts for …

[PDF][PDF] TextFuseNet: Scene Text Detection with Richer Fused Features.

J Ye, Z Chen, J Liu, B Du - IJCAI, 2020 - ijcai.org
Arbitrary shape text detection in natural scenes is an extremely challenging task. Unlike
existing text detection approaches that only perceive texts based on limited feature …

Arbitrary shape text detection via segmentation with probability maps

SX Zhang, X Zhu, L Chen, JB Hou… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Arbitrary shape text detection is a challenging task due to the significantly varied sizes and
aspect ratios, arbitrary orientations or shapes, inaccurate annotations, etc. Due to the …