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Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition
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2017
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Chee Kheng Chng
Chee Seng Chan
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
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2017
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Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
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5
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Fully convolutional networks for semantic segmentation
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2015
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Jonathan Long
Evan Shelhamer
Trevor Darrell
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5
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Scene Text Detection and Recognition: The Deep Learning Era
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2020
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Shangbang Long
Xin He
Cong Yao
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4
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Post-OCR Paragraph Recognition by Graph Convolutional Networks
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2022
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Renshen Wang
Yasuhisa Fujii
Ashok C. Popat
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4
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FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents
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2019
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Guillaume Jaume
Hazım Kemal Ekenel
JeanâPhilippe Thiran
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4
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Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition
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2014
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Max Jaderberg
Karen Simonyan
Andrea Vedaldi
Andrew Zisserman
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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2016
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
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4
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TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes
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2018
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Shangbang Long
Jiaqiang Ruan
Wenjie Zhang
Xin He
Wenhao Wu
Cong Yao
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4
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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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4
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Robust Scene Text Recognition with Automatic Rectification
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2016
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Baoguang Shi
Xinggang Wang
Pengyuan Lyu
Cong Yao
Xiang Bai
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3
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PubLayNet: Largest Dataset Ever for Document Layout Analysis
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2019
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Xu Zhong
Jianbin Tang
Antonio Jimeno Yepes
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3
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Feature Pyramid Networks for Object Detection
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2017
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Tsung-Yi Lin
Piotr DollĂĄr
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
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3
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Detecting Oriented Text in Natural Images by Linking Segments
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2017
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Baoguang Shi
Xiang Bai
Serge Belongie
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3
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An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition
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2016
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Baoguang Shi
Xiang Bai
Cong Yao
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3
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EAST: An Efficient and Accurate Scene Text Detector
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2017
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Xinyu Zhou
Cong Yao
He Wen
Yuzhi Wang
Shuchang Zhou
Weiran He
Jiajun Liang
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3
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Chargrid: Towards Understanding 2D Documents
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2018
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Anoop R Katti
Christian Reisswig
Cordula Guder
Sebastian Brarda
Steffen Bickel
Johannes Höhne
Jean Baptiste Faddoul
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Synthetic Data for Text Localisation in Natural Images
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2016
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Ankush Gupta
Andrea Vedaldi
Andrew Zisserman
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3
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Attention is All you Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
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3
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Attention Is All You Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
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3
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Sequence to Sequence Learning with Neural Networks
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2014
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Ilya Sutskever
Oriol Vinyals
Quoc V. Le
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
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2018
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Jacob Devlin
MingâWei Chang
Kenton Lee
Kristina Toutanova
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CUTIE: Learning to Understand Documents with Convolutional Universal Text Information Extractor
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2019
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Xiaohui Zhao
Zhuo Wu
Xiaoguang Wang
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3
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Sequence-to-Label Script Identification for Multilingual OCR
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2017
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Yasuhisa Fujii
Karel Driesen
Jonathan Baccash
Ash Hurst
Ashok C. Popat
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TextBoxes: A Fast Text Detector with a Single Deep Neural Network
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2016
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Minghui Liao
Baoguang Shi
Xiang Bai
Xinggang Wang
Wenyu Liu
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3
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TextBoxes: A Fast Text Detector with a Single Deep Neural Network
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2017
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Minghui Liao
Baoguang Shi
Xiang Bai
Xinggang Wang
Wenyu Liu
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3
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You Only Look Once: Unified, Real-Time Object Detection
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2016
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Joseph Redmon
Santosh Divvala
Ross Girshick
Ali Farhadi
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FOTS: Fast Oriented Text Spotting with a Unified Network
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2018
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Xuebo Liu
Ding Liang
Shi Yan
Dagui Chen
Yu Qiao
Junjie Yan
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CloudScan - A Configuration-Free Invoice Analysis System Using Recurrent Neural Networks
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2017
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Rasmus Palm
Ole Winther
Florian Laws
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3
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Text-Attentional Convolutional Neural Network for Scene Text Detection
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2016
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Tong He
Weilin Huang
Yu Qiao
Jian Yao
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Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection
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2017
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Yuliang Liu
Lianwen Jin
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2
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Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
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2014
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Ross Girshick
Jeff Donahue
Trevor Darrell
Jitendra Malik
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Graph Attention Networks
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2018
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Petar VeliÄkoviÄ
Guillem Cucurull
Arantxa Casanova
Adriana Romero
PĂetro LiĂł
Yoshua Bengio
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Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
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2017
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Jonathan Huang
Vivek Rathod
Chen Sun
Menglong Zhu
Anoop Korattikara
Alireza Fathi
Ian Fischer
Zbigniew Wojna
Yang Song
Sergio Guadarrama
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Graph Convolution for Multimodal Information Extraction from Visually Rich Documents
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2019
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Xiaojing Liu
Feiyu Gao
Qiong Zhang
Huasha Zhao
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Detecting Text in Natural Image with Connectionist Text Proposal Network
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2016
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Zhi Tian
Weilin Huang
Tong He
Pan He
Yu Qiao
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Scene Text Detection via Holistic, Multi-Channel Prediction
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2016
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Cong Yao
Xiang Bai
Nong Sang
Xinyu Zhou
Shuchang Zhou
Zhimin Cao
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Self-Attention with Relative Position Representations
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2018
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Jakob Uszkoreit
Ashish Vaswani
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Fused Text Segmentation Networks for Multi-oriented Scene Text Detection
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2018
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Yuchen Dai
Zheng Huang
Yuting Gao
Youxuan Xu
Kai Chen
Jie Guo
Weidong Qiu
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Scene Text Detection and Recognition: The Deep Learning Era
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2018
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Shangbang Long
Xin He
Cong Yao
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2
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Robust Text Detection in Natural Scene Images
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2013
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Xu-Cheng Yin
Xuwang Yin
Kaizhu Huang
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Visual Attention Models for Scene Text Recognition
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2017
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Suman K. Ghosh
Ernest Valveny
Andrew D. Bagdanov
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Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
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2018
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Pengyuan Lyu
Minghui Liao
Cong Yao
Wenhao Wu
Xiang Bai
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TextField: Learning a Deep Direction Field for Irregular Scene Text Detection
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2019
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Yongchao Xu
Yukang Wang
Wei Zhou
Yongpan Wang
Zhibo Yang
Xiang Bai
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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MobileNetV2: Inverted Residuals and Linear Bottlenecks
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2018
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Mark Sandler
Andrew Howard
Menglong Zhu
Andrey Zhmoginov
Liang-Chieh Chen
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AON: Towards Arbitrarily-Oriented Text Recognition
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2018
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Zhanzhan Cheng
Yangliu Xu
Fan Bai
Yi Niu
Shiliang Pu
Shuigeng Zhou
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E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text
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2018
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Michal BuĆĄta
Yash Patel
JiĆÄ±Ì Matas
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TextProposals: A text-specific selective search algorithm for word spotting in the wild
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2017
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LluĂs GĂłmez
DĂŹmosthenis Karatzas
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Detecting Curve Text in the Wild: New Dataset and New Solution
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2017
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Yuliang Liu
Lianwen Jin
Shuaitao Zhang
Sheng Zhang
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2
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