Object detection in 20 years: A survey

Z Zou, K Chen, Z Shi, Y Guo, J Ye - Proceedings of the IEEE, 2023 - ieeexplore.ieee.org
Object detection, as of one the most fundamental and challenging problems in computer
vision, has received great attention in recent years. Over the past two decades, we have …

Text detection, tracking and recognition in video: a comprehensive survey

XC Yin, ZY Zuo, S Tian, CL Liu - IEEE Transactions on Image …, 2016 - ieeexplore.ieee.org
The intelligent analysis of video data is currently in wide demand because a video is a major
source of sensory data in our lives. Text is a prominent and direct source of information in …

Mask textspotter: An end-to-end trainable neural network for spotting text with arbitrary shapes

P Lyu, M Liao, C Yao, W Wu… - Proceedings of the …, 2018 - openaccess.thecvf.com
Recently, models based on deep neural networks have dominated the fields of scene text
detection and recognition. In this paper, we investigate the problem of scene text spotting …

Textsnake: A flexible representation for detecting text of arbitrary shapes

S Long, J Ruan, W Zhang, X He… - Proceedings of the …, 2018 - openaccess.thecvf.com
Driven by deep neural networks and large scale datasets, scene text detection methods
have progressed substantially over the past years, continuously refreshing the performance …

Textboxes++: A single-shot oriented scene text detector

M Liao, B Shi, X Bai - IEEE transactions on image processing, 2018 - ieeexplore.ieee.org
Scene text detection is an important step of scene text recognition system and also a
challenging problem. Different from general object detections, the main challenges of scene …

East: an efficient and accurate scene text detector

X Zhou, C Yao, H Wen, Y Wang… - Proceedings of the …, 2017 - openaccess.thecvf.com
Previous approaches for scene text detection have already achieved promising
performances across various benchmarks. However, they usually fall short when dealing …

Rotation-sensitive regression for oriented scene text detection

M Liao, Z Zhu, B Shi, G **a… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Text in natural images is of arbitrary orientations, requiring detection in terms of oriented
bounding boxes. Normally, a multi-oriented text detector often involves two key tasks: 1) text …

Ga-dan: Geometry-aware domain adaptation network for scene text detection and recognition

F Zhan, C Xue, S Lu - Proceedings of the IEEE/CVF …, 2019 - openaccess.thecvf.com
Recent adversarial learning research has achieved very impressive progress for modelling
cross-domain data shifts in appearance space but its counterpart in modelling cross-domain …

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 …

Contournet: Taking a further step toward accurate arbitrary-shaped scene text detection

Y Wang, H **e, ZJ Zha, M **ng… - proceedings of the …, 2020 - openaccess.thecvf.com
Scene text detection has witnessed rapid development in recent years. However, there still
exists two main challenges: 1) many methods suffer from false positives in their text …