Symmetry-constrained rectification network for scene text recognition

M Yang, Y Guan, M Liao, X He, K Bian… - Proceedings of the …, 2019 - openaccess.thecvf.com
rectification network for scene text recognition, whose advantages are three-fold. 1) The
novel rectification network is more precise and robust, due to the elaborate description of text

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

F Zhan, S Lu - … on computer vision and pattern recognition, 2019 - openaccess.thecvf.com
scene text recognition network via iterative rectification (ESIR). The ESIR employs an
innovative rectification network that corrects perspective and curvature distortions of scene texts

Robust scene text recognition with automatic rectification

B Shi, X Wang, P Lyu, C Yao, X Bai - … and pattern recognition, 2016 - cv-foundation.org
… transformer network (STN) and a sequence recognition network (SRN). The STN transforms
an input image to a rectified image, while the SRN recognizes text. The two networks are …

Moran: A multi-object rectified attention network for scene text recognition

C Luo, L Jin, Z Sun - Pattern Recognition, 2019 - Elsevier
… to recognize irregular scene text. The framework contains a multi-object rectification
network (MORN) and an attention-based sequence recognition network (ASRN). The image …

Rethinking text rectification for scene text recognition

W Ke, J Wei, Q Hou, H Feng - Expert Systems with Applications, 2023 - Elsevier
… We propose a rectification-based text recognition network whose vision model improves the
prediction from a two-dimensional perspective. It exploits low-level and high-level raw visual …

A two-level rectification attention network for scene text recognition

L Wu, Y Xu, J Hou, CLP Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… In this paper, we proposed a two-level rectification attention network for scene text recognition.
The two-level rectification network combined geometry-level and pixel-level methods, …

Aster: An attentional scene text recognizer with flexible rectification

B Shi, M Yang, X Wang, P Lyu, C Yao… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
network model that comprises a rectification network and a … to the problem of scene text
recognition and extend it with a … text detectors using ASTER’s abilities in text rectification and …

Character-aware sampling and rectification for scene text recognition

M Li, B Fu, Z Zhang, Y Qiao - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
… models are further employed to translate text instances into sequences … process and this
paper focuses on scene text recognition. … networks for natural scene text recognition,” Workshop …

Towards accurate scene text recognition with semantic reasoning networks

D Yu, X Li, C Zhang, T Liu, J Han… - … pattern recognition, 2020 - openaccess.thecvf.com
… semantic reasoning network (SRN) for accurate scene text recognition, which integrates
not … rectification network based on the rich local attributes to generate better rectification results. …

Progressive rectification network for irregular text recognition

Y Gao, Y Chen, J Wang, H Lu - Science China Information Sciences, 2020 - Springer
rectification network (PRN) for irregular scene textrectification network that progressively
rectifies irregular text to a … view, leading to optimal rectification and easier recognition. As our …