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 …

On vocabulary reliance in scene text recognition

Z Wan, J Zhang, L Zhang, J Luo… - Proceedings of the …, 2020 - openaccess.thecvf.com
The pursuit of high performance on public benchmarks has been the driving force for
research in scene text recognition, and notable progresses have been achieved. However, a …

Roadtext-1k: Text detection & recognition dataset for driving videos

S Reddy, M Mathew, L Gomez… - … on Robotics and …, 2020 - ieeexplore.ieee.org
Perceiving text is crucial to understand semantics of outdoor scenes and hence is a critical
requirement to build intelligent systems for driver assistance and self-driving. Most of the …

HAM: Hidden anchor mechanism for scene text detection

JB Hou, X Zhu, C Liu, K Sheng, LH Wu… - … on Image Processing, 2020 - ieeexplore.ieee.org
Direct regression and anchor are the two mainly effective and prevailing mechanisms in the
paradigm of scene text detection. However, the use of direct regression-based methods may …

A new unified method for detecting text from marathon runners and sports players in video (PR-D-19-01078R2)

S Nag, P Shivakumara, U Pal, T Lu, M Blumenstein - Pattern Recognition, 2020 - Elsevier
Detecting text located on the torsos of marathon runners and sports players in video is a
challenging issue due to poor quality and adverse effects caused by flexible/colorful …

IOS-Net: An inside-to-outside supervision network for scale robust text detection in the wild

Y Cai, W Wang, Y Chen, Q Ye - Pattern Recognition, 2020 - Elsevier
Accurately detecting scene text is a challenging task due to perspective distortion, scale
variance, varied orientations, uneven illumination. Among them, scale variance has always …

[HTML][HTML] An algorithm based on text position correction and encoder-decoder network for text recognition in the scene image of visual sensors

Z Huang, J Lin, H Yang, H Wang, T Bai, Q Liu, Y Pang - Sensors, 2020 - mdpi.com
Text recognition in natural scene images has always been a hot topic in the field of
document-image related visual sensors. The previous literature mostly solved the problem of …

Text co-detection in multi-view scene

C Wang, H Fu, L Yang, X Cao - IEEE Transactions on Image …, 2020 - ieeexplore.ieee.org
Multi-view scene analysis has been widely explored in computer vision, including numerous
practical applications. The texts in multi-view scenes are often detected by following the …

End-to-end analysis for text detection and recognition in natural scene images

A Alnefaie, D Gupta, MH Bhuyan… - … joint conference on …, 2020 - ieeexplore.ieee.org
Right from the very beginning, the text has vital importance in human life. As compared to
the vision-based applications, preference is always given to the precise and productive …

A new context-based method for restoring occluded text in natural scene images

A Mittal, P Shivakumara, U Pal, T Lu… - … Analysis Systems: 14th …, 2020 - Springer
Text recognition from natural scene images is an active research area because of its
important real world applications, including multimedia search and retrieval, and scene …