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 …

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 …

A bilingual, openworld video text dataset and end-to-end video text spotter with transformer

W Wu, Y Cai, D Zhang, S Wang, Z Li, J Li… - arXiv preprint arXiv …, 2021 - arxiv.org
Most existing video text spotting benchmarks focus on evaluating a single language and
scenario with limited data. In this work, we introduce a large-scale, Bilingual, Open World …

End-to-end video text spotting with transformer

W Wu, Y Cai, C Shen, D Zhang, Y Fu, H Zhou… - International Journal of …, 2024 - Springer
Recent video text spotting methods usually require the three-staged pipeline, ie, detecting
text in individual images, recognizing localized text, tracking text streams with post …

Free: A fast and robust end-to-end video text spotter

Z Cheng, J Lu, B Zou, L Qiao, Y Xu, S Pu… - … on Image Processing, 2020 - ieeexplore.ieee.org
Currently, video text spotting tasks usually fall into the four-staged pipeline: detecting text
regions in individual images, recognizing localized text regions frame-wisely, tracking text …

A unified framework for tracking based text detection and recognition from web videos

S Tian, XC Yin, Y Su, HW Hao - IEEE transactions on pattern …, 2017 - ieeexplore.ieee.org
Video text extraction plays an important role for multimedia understanding and retrieval.
Most previous research efforts are conducted within individual frames. A few of recent …

DSText V2: A comprehensive video text spotting dataset for dense and small text

W Wu, Y Zhang, Y He, L Zhang, Z Lou, H Zhou, X Bai - Pattern Recognition, 2024 - Elsevier
Recently, video text detection, tracking, and recognition in natural scenes are becoming very
popular in the computer vision community. However, most existing algorithms and …

Gaussian constrained attention network for scene text recognition

Z Qiao, X Qin, Y Zhou, F Yang… - 2020 25th International …, 2021 - ieeexplore.ieee.org
Scene text recognition has been a hot topic in computer vision. Recent methods adopt the
attention mechanism for sequence prediction which achieve convincing results. However …

Deep learning based isolated Arabic scene character recognition

SB Ahmed, S Naz, MI Razzak… - 2017 1st International …, 2017 - ieeexplore.ieee.org
The technological advancement and sophistication in cameras and gadgets prompt
researchers to have focus on image analysis and text understanding. The deep learning …

You only recognize once: Towards fast video text spotting

Z Cheng, J Lu, Y Niu, S Pu, F Wu, S Zhou - Proceedings of the 27th ACM …, 2019 - dl.acm.org
Video text spotting is still an important research topic due to its various real-applications.
Previous approaches usually fall into the four-staged pipeline: text detection in individual …