Detecting Text in Natural Image with Connectionist Text Proposal Network
@inproceedings{Tian2016DetectingTI, title={Detecting Text in Natural Image with Connectionist Text Proposal Network}, author={Zhi Tian and Weilin Huang and Tong He and Pan He and Yu Qiao}, booktitle={ECCV}, year={2016} }
We propose a novel Connectionist Text Proposal Network (CTPN) that accurately localizes text lines in natural image. [...] Key Method The sequential proposals are naturally connected by a recurrent neural network, which is seamlessly incorporated into the convolutional network, resulting in an end-to-end trainable model. This allows the CTPN to explore rich context information of image, making it powerful to detect extremely ambiguous text.Expand Abstract
Supplemental Code
Github Repo
Via Papers with Code
This is a pytorch implementation of CTPN(Detecting Text in Natural Image with Connectionist Text Proposal Network). You may want to finetune from: https://drive.google.com/open?id=1JHhI4sEIXfs5gDa1I9AgJBY477HTzAd0
Figures, Tables, and Topics from this paper
451 Citations
Natural Scene Text Detection Based on Deep Supervised Fully Convolutional Network
- Computer Science
- PCM
- 2018
Detecting Text in News Images with Similarity Embedded Proposals
- Computer Science
- 2019 International Conference on Document Analysis and Recognition (ICDAR)
- 2019
Detecting Text in the Wild with Deep Character Embedding Network
- Computer Science
- ACCV
- 2018
- 4
- Highly Influenced
- PDF
Detecting Oriented Text in Natural Images by Linking Segments
- Computer Science
- 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- 2017
- 327
- Highly Influenced
- PDF
Single Shot Text Detector with Regional Attention
- Computer Science
- 2017 IEEE International Conference on Computer Vision (ICCV)
- 2017
- 170
- PDF
Text Detection in Natural Scene Images with Text Line Construction
- Computer Science
- 2018 IEEE International Conference on Information Communication and Signal Processing (ICICSP)
- 2018
- 2
TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network
- Computer Science
- ACCV
- 2018
- 29
- PDF
Convolutional Regression Network for Multi-Oriented Text Detection
- Computer Science
- IEEE Access
- 2019
- 1
- Highly Influenced
- PDF
References
SHOWING 1-10 OF 39 REFERENCES
Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network
- Computer Science
- ArXiv
- 2016
- 68
- PDF
Text-Attentional Convolutional Neural Network for Scene Text Detection
- Computer Science, Medicine
- IEEE Transactions on Image Processing
- 2016
- 202
- PDF
Reading Text in the Wild with Convolutional Neural Networks
- Computer Science
- International Journal of Computer Vision
- 2015
- 696
- PDF
Multi-oriented Text Detection with Fully Convolutional Networks
- Computer Science
- 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- 2016
- 334
- PDF
Text Flow: A Unified Text Detection System in Natural Scene Images
- Computer Science
- 2015 IEEE International Conference on Computer Vision (ICCV)
- 2015
- 173
- Highly Influential
- PDF
A Hybrid Approach to Detect and Localize Texts in Natural Scene Images
- Computer Science, Medicine
- IEEE Transactions on Image Processing
- 2011
- 386
- PDF
Robust Scene Text Detection with Convolution Neural Network Induced MSER Trees
- Computer Science
- ECCV
- 2014
- 297
- PDF
Text Localization in Natural Images Using Stroke Feature Transform and Text Covariance Descriptors
- Computer Science
- 2013 IEEE International Conference on Computer Vision
- 2013
- 226
- PDF