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This paper aims to re-assess scene text recognition (STR) from a data-oriented perspective.
Touch TT: Scene text extractor using touchscreen interface
Jehyun Jung, SeongHun Lee, Min Su Cho, and Jin Hyung Kim · 2011
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NEOCR: A configurable dataset for natural image text recognition
Robert Nagy, Anders Dicker, and Klaus Meyer-Wegener · 2011
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End-to-end scene text recognition
Kai Wang, Boris Babenko, and Serge Belongie · 2011
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Scene text recognition using higher order language priors
Anand Mishra, Karteek Alahari, and CV Jawahar · 2012
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ICDAR 2013 robust reading competition
Dimosthenis Karatzas, Faisal Shafait, Seiichi Uchida, Masakazu Iwamura, Lluis Gomez i Bigorda, Sergi Robles Mestre, Joan Mas, David Fernandez Mota, Jon Almazan Almazan, and Lluis Pere De Las Heras · 2013
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Recognizing text with perspective distortion in natural scenes
Trung Quy Phan, Palaiahnakote Shivakumara, Shangxuan Tian, and Chew Lim Tan · 2013
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Synthetic data and artificial neural networks for natural scene text recognition
Max Jaderberg, Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman · 2014
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A robust arbitrary text detection system for natural scene images
Anhar Risnumawan, Palaiahankote Shivakumara, Chee Seng Chan, and Chew Lim Tan · 2014
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ICDAR 2015 competition on robust reading
Dimosthenis Karatzas, Lluis Gomez-Bigorda, Anguelos Nicolaou, Suman Ghosh, Andrew Bagdanov, Masakazu Iwamura, Jiri Matas, Lukas Neumann, Vijay Ramaseshan Chandrasekhar, Shijian Lu, et al · 2015
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Synthetic data for text localisation in natural images
Ankush Gupta, Andrea Vedaldi, and Andrew Zisserman · 2016
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Brian Kenji Iwana, Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel, and Seiichi Uchida · 2016
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Reading text in the wild with convolutional neural networks
Max Jaderberg, Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman · 2016
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COCO-Text: Dataset and benchmark for text detection and recognition in natural images
Andreas Veit, Tomas Matera, Lukas Neumann, Jiri Matas, and Serge Belongie · 2016
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Total-text: A comprehensive dataset for scene text detection and recognition
Chee Kheng Ch’ng and Chee Seng Chan · 2017
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Benchmarking scene text recognition in devanagari, telugu and malayalam
Minesh Mathew, Mohit Jain, and CV Jawahar · 2017
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An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition
Baoguang Shi, Xiang Bai, and Cong Yao · 2017
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ICDAR 2017 competition on reading chinese text in the wild (rctw-17)
Baoguang Shi, Cong Yao, Minghui Liao, Mingkun Yang, Pei Xu, Linyan Cui, Serge Belongie, Shijian Lu, and Xiang Bai · 2017
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Uber-text: A large-scale dataset for optical character recognition from street-level imagery
Ying Zhang, Lionel Gueguen, Ilya Zharkov, Peter Zhang, Keith Seifert, and Ben Kadlec · 2017
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EAST: an efficient and accurate scene text detector
Xinyu Zhou, Cong Yao, He Wen, Yuzhi Wang, Shuchang Zhou, Weiran He, and Jiajun Liang · 2017
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ICPR 2018 contest on robust reading for multi-type web images
Mengchao He, Yuliang Liu, Zhibo Yang, Sheng Zhang, Canjie Luo, Feiyu Gao, Qi Zheng, Yongpan Wang, Xin Zhang, and Lianwen Jin · 2018
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Conceptual Captions: A cleaned, hypernymed, image alt-text dataset for automatic image captioning
Piyush Sharma, Nan Ding, Sebastian Goodman, and Radu Soricut · 2018
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ASTER: An attentional scene text recognizer with flexible rectification
Baoguang Shi, Mingkun Yang, Xinggang Wang, Pengyuan Lyu, Cong Yao, and Xiang Bai · 2018
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What is wrong with scene text recognition model comparisons? dataset and model analysis
Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park, Dongyoon Han, Sangdoo Yun, Seong Joon Oh, and Hwalsuk Lee · 2019
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ICDAR 2019 robust reading challenge on arbitrary-shaped text-rrc-art
Chee Kheng Chng, Yuliang Liu, Yipeng Sun, Chun Chet Ng, Canjie Luo, Zihan Ni, ChuanMing Fang, Shuaitao Zhang, Junyu Han, Errui Ding, et al · 2019
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Show, Attend and Read: A simple and strong baseline for irregular text recognition
Hui Li, Peng Wang, Chunhua Shen, and Guyu Zhang · 2019
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Curved scene text detection via transverse and longitudinal sequence connection
Yuliang Liu, Lianwen Jin, Shuaitao Zhang, Canjie Luo, and Sheng Zhang · 2019
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Omnidirectional scene text detection with sequential-free box discretization
Yuliang Liu, Sheng Zhang, Lianwen Jin, Lele Xie, Yaqiang Wu, and Zhepeng Wang · 2019
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2019
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MORAN: A multi-object rectified attention network for scene text recognition
What if we only use real datasets for scene text recognition? toward scene text recognition with fewer labels
Jeonghun Baek, Yusuke Matsui, and Kiyoharu Aizawa · 2021
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An Image is Worth 16x16 Words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al · 2021
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Read Like Humans: Autonomous, bidirectional and iterative language modeling for scene text recognition
Shancheng Fang, Hongtao Xie, Yuxin Wang, Zhendong Mao, and Yongdong Zhang · 2021
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Open images v5 text annotation and yet another mask text spotter
Ilya Krylov, Sergei Nosov, and Vladislav Sovrasov · 2021
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MASTER: Multi-aspect non-local network for scene text recognition
Ning Lu, Wenwen Yu, Xianbiao Qi, Yihao Chen, Ping Gong, Rong Xiao, and Xiang Bai · 2021
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Canjie Luo, Lianwen Jin, and Zenghui Sun · 2019
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ICDAR 2019 robust reading challenge on multi-lingual scene text detection and recognition—rrc-mlt-2019
Nibal Nayef, Yash Patel, Michal Busta, Pinaki Nath Chowdhury, Dimosthenis Karatzas, Wafa Khlif, Jiri Matas, Umapada Pal, Jean-Christophe Burie, Cheng-lin Liu, et al · 2019
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NRTR: A no-recurrence sequence-to-sequence model for scene text recognition
Fenfen Sheng, Zhineng Chen, and Bo Xu · 2019
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Chinese Street View Text: Large-scale chinese text reading with partially supervised learning
Yipeng Sun, Jiaming Liu, Wei Liu, Junyu Han, Errui Ding, and Jingtuo Liu · 2019
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ICDAR 2019 competition on large-scale street view text with partial labeling-rrc-lsvt
Yipeng Sun, Zihan Ni, Chee-Kheng Chng, Yuliang Liu, Canjie Luo, Chun Chet Ng, Junyu Han, Errui Ding, Jingtuo Liu, Dimosthenis Karatzas, et al · 2019
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ICDAR 2019 robust reading challenge on reading chinese text on signboard
Rui Zhang, Yongsheng Zhou, Qianyi Jiang, Qi Song, Nan Li, Kai Zhou, Lei Wang, Dong Wang, Minghui Liao, Mingkun Yang, et al · 2019
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Sequence-to-sequence domain adaptation network for robust text image recognition
Yaping Zhang, Shuai Nie, Wenju Liu, Xing Xu, Dongxiang Zhang, and Heng Tao Shen · 2019
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Separating content from style using adversarial learning for recognizing text in the wild
Canjie Luo, Qingxiang Lin, Yuliang Liu, Lianwen Jin, and Chunhua Shen · 2021
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TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text
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From Two to One: A new scene text recognizer with visual language modeling network
Yuxin Wang, Hongtao Xie, Shancheng Fang, Jing Wang, Shenggao Zhu, and Yongdong Zhang · 2021
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Synthtiger: Synthetic text image generator towards better text recognition models
Moonbin Yim, Yoonsik Kim, Han-Cheol Cho, and Sungrae Park · 2021
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SPIN: Structure-preserving inner offset network for scene text recognition
Chengwei Zhang, Yunlu Xu, Zhanzhan Cheng, Shiliang Pu, Yi Niu, Fei Wu, and Futai Zou · 2021
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Scene text recognition with permuted autoregressive sequence models
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SVTR: Scene text recognition with a single visual model
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Masked autoencoders are scalable vision learners
Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, and Ross Girshick · 2022
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Real-time scene text detection with differentiable binarization and adaptive scale fusion
Minghui Liao, Zhisheng Zou, Zhaoyi Wan, Cong Yao, and Xiang Bai · 2022
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Perceiving stroke-semantic context: Hierarchical contrastive learning for robust scene text recognition
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Towards end-to-end unified scene text detection and layout analysis
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SimAN: Exploring self-supervised representation learning of scene text via similarity-aware normalization
Canjie Luo, Lianwen Jin, and Jingdong Chen · 2022
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MaskOCR: Text recognition with masked encoder-decoder pretraining
Pengyuan Lyu, Chengquan Zhang, Shanshan Liu, Meina Qiao, Yangliu Xu, Liang Wu, Kun Yao, Junyu Han, Errui Ding, and Jingdong Wang · 2022
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Multi-modal Text Recognition Networks: Interactive enhancements between visual and semantic features
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Toward Understanding WordArt: Corner-guided transformer for scene text recognition
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SimMIM: A simple framework for masked image modeling
Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Jianmin Bao, Zhuliang Yao, Qi Dai, and Han Hu · 2022
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Reading and Writing: Discriminative and generative modeling for self-supervised text recognition
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Out-of-vocabulary challenge report
Sergi Garcia-Bordils, Andrés Mafla, Ali Furkan Biten, Oren Nuriel, Aviad Aberdam, Shai Mazor, Ron Litman, and Dimosthenis Karatzas · 2023
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