Show, attend and read: A simple and strong baseline for irregular text recognition

H Li, P Wang, C Shen, G Zhang - … of the AAAI conference on artificial …, 2019 - ojs.aaai.org
… In this work, we propose an easy-to-implement strong baseline for irregular scene text
recognition, … It achieves state-of-the-art performance on irregular text recognition benchmarks and …

End-to-end scene text recognition

K Wang, B Babenko, S Belongie - … International conference on …, 2011 - ieeexplore.ieee.org
… While scene text recognition has generally been treated with … the door for real world scene
text recognition to benefit from the … These results establish a baseline for using generic com…

Scene text recognition with sliding convolutional character models

F Yin, YC Wu, XY Zhang, CL Liu - arXiv preprint arXiv:1709.01727, 2017 - arxiv.org
… characteristics of text recognition, and inspired by human cognition mechanisms in reading
texts, we propose a scene text recognition method with character models on convolutional …

Primitive representation learning for scene text recognition

R Yan, L Peng, S Xiao, G Yao - … and pattern recognition, 2021 - openaccess.thecvf.com
… Show, attend and read: A simple and strong baseline for irregular text recognition. In AAAI,
pages 8610–8617, 2019. 2, 6 [26] Minghui Liao, Pengyuan Lyu, Minghang He, et al. …

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 technique including iterative scene text rectification network, sequence
recognition … The first is a baseline model ESIR [VGG, SK] as shown in Table 2, which uses …

Context-based contrastive learning for scene text recognition

X Zhang, B Zhu, X Yao, Q Sun, R Li, B Yu - Proceedings of the AAAI …, 2022 - ojs.aaai.org
… tation technique to change on-image text’s context. For most … modify the context for scene
text images via simple image … and compare them with the baseline parallel attention-based …

Kiss: Keeping it simple for scene text recognition

C Bartz, J Bethge, H Yang, C Meinel - arXiv preprint arXiv:1911.08400, 2019 - arxiv.org
… focus on scene text recognition, which is the task of recognizing the … tailored specifically for
the task of scene text recognition [21… In this paper, we propose a novel scene text recognition

Scene text recognition from two-dimensional perspective

M Liao, J Zhang, Z Wan, F Xie, J Liang, P Lyu… - Proceedings of the AAAI …, 2019 - aaai.org
… treat the text recognition problem as a sequence recognition … devise character attention FCN
for scene text recognition. To … Label embedding: A frugal baseline for text recognition. Int. J…

Synthetically supervised feature learning for scene text recognition

Y Liu, Z Wang, H Jin, I Wassell - Proceedings of the …, 2018 - openaccess.thecvf.com
… We design a novel scene text recognition algorithm that learns a descriptive and robust text
… Deskewed Images: To remove text orientation variation, we first detect the text baseline in …

What if we only use real datasets for scene text recognition? toward scene text recognition with fewer labels

J Baek, Y Matsui, K Aizawa - … vision and pattern recognition, 2021 - openaccess.thecvf.com
… We present our results of CRNN and TRBA: Reproduced models (Baseline-synth), models
trained only on real labels (Baseline-real), and our best setting (PR, combination of Pseudo-…