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Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study

30 December 2021

Haiyang Yu

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Papers citing "Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study"

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Title
Boosting Diffusion-Based Text Image Super-Resolution Model Towards Generalized Real-World Scenarios Chenglu Pan Xiaogang Xu Ganggui Ding Yunke Zhang Wenbo Li Jiarong Xu Qingbiao Wu 104 0 0 10 Mar 2025
Instruction-Guided Scene Text Recognition Yongkun Du Z. Chen Yuchen Su Caiyan Jia Yu-Gang Jiang 175 3 0 03 Jan 2025
Out of Length Text Recognition with Sub-String Matching Yongkun Du Zhineng Chen Caiyan Jia Xieping Gao Yu-Gang Jiang 196 2 0 17 Jul 2024
IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition Xiaomeng Yang Zhi Qiao Yu Zhou DiffM 134 1 0 19 Dec 2023
Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution Jingye Chen Haiyang Yu Jianqi Ma Bin Li Xiangyang Xue DiffM 70 47 0 13 Dec 2021
From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network Yuxin Wang Hongtao Xie Shancheng Fang Jing Wang Shenggao Zhu Yongdong Zhang VLM 80 154 0 22 Aug 2021
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 68 29 0 26 Jul 2021
Towards the Unseen: Iterative Text Recognition by Distilling from Errors A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 73 16 0 26 Jul 2021
Text Prior Guided Scene Text Image Super-resolution Jianqi Ma Shihao Guo Lei Zhang 53 62 0 29 Jun 2021
Zero-Shot Chinese Character Recognition with Stroke-Level Decomposition Jingye Chen Bin Li Xiangyang Xue 37 52 0 22 Jun 2021
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition Shancheng Fang Hongtao Xie Yuxin Wang Zhendong Mao Yongdong Zhang 70 306 0 11 Mar 2021
What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels Jeonghun Baek Yusuke Matsui Kiyoharu Aizawa 96 91 0 07 Mar 2021
RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition Xiaoyu Yue Zhanghui Kuang Chenhao Lin Hongbin Sun Wayne Zhang 73 162 0 15 Jul 2020
Maximum Entropy Regularization and Chinese Text Recognition Changxu Cheng Wuheng Xu X. Bai Bin Feng Wenyu Liu 28 4 0 09 Jul 2020
Text Recognition in Real Scenarios with a Few Labeled Samples Jinghuang Lin Zhanzhan Cheng Fan Bai Yi Niu Shiliang Pu Shuigeng Zhou 29 3 0 22 Jun 2020
SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition Zhi Qiao Yu Zhou Dongbao Yang Yucan Zhou Weiping Wang 69 228 0 22 May 2020
On Vocabulary Reliance in Scene Text Recognition Zhaoyi Wan Jielei Zhang Liang Zhang Jiebo Luo Cong Yao 69 57 0 08 May 2020
Scene Text Image Super-Resolution in the Wild Wenjia Wang Enze Xie Xuebo Liu Wenhai Wang Ding Liang Chunhua Shen X. Bai 53 130 0 07 May 2020
Towards Accurate Scene Text Recognition with Semantic Reasoning Networks Deli Yu Xuan Li Chengquan Zhang Junyu Han Jingtuo Liu Errui Ding 92 287 0 27 Mar 2020
Scene Text Recognition via Transformer Xinjie Feng Huanjin Yao Yuankai Qi Jun Zhang Shengping Zhang ViT 44 9 0 18 Mar 2020
GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition Wenyang Hu Xiaocong Cai Jun Hou Shuai Yi Zhiping Lin 3DV 43 130 0 04 Feb 2020
Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild Canjie Luo Qingxiang Lin Yuliang Liu Lianwen Jin Chunhua Shen GAN 50 34 0 13 Jan 2020
TextScanner: Reading Characters in Order for Robust Scene Text Recognition Zhaoyi Wan Minghang He Haoran Chen X. Bai Cong Yao 64 139 0 28 Dec 2019
Decoupled Attention Network for Text Recognition Tianwei Wang Yuanzhi Zhu Lianwen Jin Canjie Luo Xiaoxue Chen Y. Wu Qianying Wang Mingxiang Cai 193 255 0 21 Dec 2019
ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard Xi Liu Rui Zhang Yongsheng Zhou Qianyi Jiang Qi Song ... X. Bai Baoguang Shi Dimosthenis Karatzas Shijian Lu C. V. Jawahar 3DV 52 157 0 20 Dec 2019
Template-Instance Loss for Offline Handwritten Chinese Character Recognition Yao Xiao Dan Meng Cewu Lu Chi-Keung Tang 28 21 0 12 Oct 2019
MASTER: Multi-Aspect Non-local Network for Scene Text Recognition Ning Lu Wenwen Yu Xianbiao Qi Yihao Chen Ping Gong Rong Xiao Xiang Bai 52 157 0 07 Oct 2019
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 ... Errui Ding Jingtuo Liu Dimosthenis Karatzas Chee Seng Chan Lianwen Jin 3DV 100 156 0 17 Sep 2019
ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT) Chee-Kheng Chng Yuliang Liu Yipeng Sun Chun Chet Ng Canjie Luo ... Errui Ding Jingtuo Liu Dimosthenis Karatzas Chee Seng Chan Lianwen Jin 3DV 92 214 0 16 Sep 2019
TextSR: Content-Aware Text Super-Resolution Guided by Recognition Wenjia Wang Enze Xie Pei Sun Wenhai Wang Lixun Tian Chunhua Shen Ping Luo SupR 45 63 0 16 Sep 2019
Symmetry-constrained Rectification Network for Scene Text Recognition Mingkun Yang Yushuo Guan Minghui Liao Xin He Kaigui Bian S. Bai Cong Yao X. Bai 64 134 0 06 Aug 2019
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 Hwalsuk Lee 439 478 0 03 Apr 2019
Simple Applications of BERT for Ad Hoc Document Retrieval Wei Yang Haotian Zhang Jimmy J. Lin 85 197 0 26 Mar 2019
Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition Zirui Wang Jun Du Jiaming Wang 45 55 0 24 Dec 2018
ESIR: End-to-end Scene Text Recognition via Iterative Image Rectification Fangneng Zhan Shijian Lu 81 250 0 14 Dec 2018
Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition Hui Li Peng Wang Chunhua Shen Guyu Zhang 70 379 0 02 Nov 2018
Scene Text Recognition from Two-Dimensional Perspective Minghui Liao Jian Zhang Zhaoyi Wan Fengming Xie Jiajun Liang Pengyuan Lyu Cong Yao X. Bai 3DV 79 234 0 18 Sep 2018
DenseRAN for Offline Handwritten Chinese Character Recognition Wenchao Wang Jianshu Zhang Jun Du Zirui Wang Yixing Zhu 106 65 0 13 Aug 2018
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes Pengyuan Lyu Minghui Liao Cong Yao Wenhao Wu X. Bai 84 599 0 06 Jul 2018
NRTR: A No-Recurrence Sequence-to-Sequence Model For Scene Text Recognition Fenfen Sheng Zhineng Chen Bo Xu 47 157 0 04 Jun 2018
Edit Probability for Scene Text Recognition Fan Bai Zhanzhan Cheng Yi Niu Shiliang Pu Shuigeng Zhou DiffM 54 166 0 09 May 2018
Radical analysis network for zero-shot learning in printed Chinese character recognition Jianshu Zhang Yixing Zhu Jun Du Lirong Dai 46 7 0 03 Nov 2017
Focusing Attention: Towards Accurate Text Recognition in Natural Images Zhanzhan Cheng Fan Bai Yunlu Xu Gang Zheng Shiliang Pu Shuigeng Zhou 54 448 0 07 Sep 2017
ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17) Baoguang Shi Cong Yao Minghui Liao Mingkun Yang Pei Xu Linyan Cui Serge J. Belongie Shijian Lu X. Bai 48 214 0 31 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017
Building Fast and Compact Convolutional Neural Networks for Offline Handwritten Chinese Character Recognition Xuefeng Xiao Lianwen Jin Yafeng Yang Weixin Yang Jun Sun Tianhai Chang 44 155 0 26 Feb 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,972 0 15 Jul 2016
Online and Offline Handwritten Chinese Character Recognition: A Comprehensive Study and New Benchmark Xu-Yao Zhang Yoshua Bengio Cheng-Lin Liu 3DV 50 280 0 18 Jun 2016
Recursive Recurrent Nets with Attention Modeling for OCR in the Wild Chen-Yu Lee Simon Osindero VLM 73 460 0 09 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015