Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition

2 November 2018

Hui Li

Peng Wang

Chunhua Shen

Guyu Zhang

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Papers citing "Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition"

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Title
Transferring General Multimodal Pretrained Models to Text Recognition Junyang Lin Xuancheng Ren Yichang Zhang Gao Liu Peng Wang An Yang Chang Zhou 34 4 0 19 Dec 2022
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting Shancheng Fang Zhendong Mao Hongtao Xie Yuxin Wang C. Yan Yongdong Zhang 34 53 0 19 Nov 2022
Portmanteauing Features for Scene Text Recognition Yew Lee Tan Ernest Yu Kai Chew A. Kong Jung-jae Kim J. Lim 43 0 0 09 Nov 2022
Pure Transformer with Integrated Experts for Scene Text Recognition Yew Lee Tan A. Kong Jung-jae Kim ViT 40 16 0 09 Nov 2022
Masked Vision-Language Transformers for Scene Text Recognition Jie Wu Ying Peng Shenmin Zhang Weigang Qi Jian Zhang 40 3 0 09 Nov 2022
Self-supervised Character-to-Character Distillation for Text Recognition Tongkun Guan Wei Shen Xuehang Yang Qi Feng Zekun Jiang Xiaokang Yang 52 26 0 01 Nov 2022
Scene Text Recognition with Semantics Joshua Cesare Placidi Yishu Miao Zixu Wang Lucia Specia 23 1 0 19 Oct 2022
Text Detection Forgot About Document OCR Krzysztof Olejniczak Milan Šulc 36 9 0 14 Oct 2022
Reading Chinese in Natural Scenes with a Bag-of-Radicals Prior Yongbin Liu Liu Qingjie Jiaxin Chen Wang Yunhong 36 1 0 05 Oct 2022
Searching a High-Performance Feature Extractor for Text Recognition Network Hui Zhang Quanming Yao James T. Kwok X. Bai 30 7 0 27 Sep 2022
Scene Text Recognition with Single-Point Decoding Network Lei Chen Haibo Qin Shi-Xue Zhang Chun Yang Xucheng Yin 28 1 0 05 Sep 2022
Vision-Language Adaptive Mutual Decoder for OOV-STR Jinshui Hu Chenyu Liu Qiandong Yan Xuyang Zhu Jiajia Wu Feng Yu Bing Yin VLM 36 0 0 02 Sep 2022
Seq-UPS: Sequential Uncertainty-aware Pseudo-label Selection for Semi-Supervised Text Recognition Gaurav Patel J. Allebach Qiang Qiu UQLM 41 17 0 31 Aug 2022
GLASS: Global to Local Attention for Scene-Text Spotting Roi Ronen Shahar Tsiper Oron Anschel I. Lavi Amir Markovitz R. Manmatha 33 42 0 05 Aug 2022
Toward Understanding WordArt: Corner-Guided Transformer for Scene Text Recognition Xudong Xie Ling Fu Zhifei Zhang Zhaowen Wang X. Bai ViT 36 45 0 31 Jul 2022
Optimal Boxes: Boosting End-to-End Scene Text Recognition by Adjusting Annotated Bounding Boxes via Reinforcement Learning Jingqun Tang Wenming Qian Luchuan Song Xie Dong Lang Li Xiang Bai 25 15 0 25 Jul 2022
SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition Dajian Zhong Shujing Lyu P. Shivakumara Bing Yin Jiajia Wu Umapada Pal Yue Lu 34 20 0 21 Jul 2022
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated Texts Jeonghun Baek Yusuke Matsui Kiyoharu Aizawa 44 13 0 11 Jul 2022
An Evaluation of OCR on Egocentric Data Valentin Popescu Dima Damen Toby Perrett EgoV 32 0 0 11 Jun 2022
Disentangled Generation Network for Enlarged License Plate Recognition and A Unified Dataset Chenglong Li Xiaobin Yang Guo-You Wang A. Zheng Chang Tan Ruoran Jia Jin Tang 32 4 0 02 Jun 2022
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 Jingdong Wang 37 42 0 01 Jun 2022
Multimodal Semi-Supervised Learning for Text Recognition Aviad Aberdam Roy Ganz Shai Mazor Ron Litman VLM 26 19 0 08 May 2022
SVTR: Scene Text Recognition with a Single Visual Model Yongkun Du Zhineng Chen Caiyan Jia Xiaoyue Yin Tianlun Zheng Chenxia Li Yuning Du Yu-Gang Jiang 24 170 0 30 Apr 2022
Pushing the Performance Limit of Scene Text Recognizer without Human Annotation Caiyuan Zheng Hui Li Seon-Min Rhee Seungju Han Jae-Joon Han Peng Wang 35 12 0 16 Apr 2022
IterVM: Iterative Vision Modeling Module for Scene Text Recognition Xiaojie Chu Yongtao Wang 33 2 0 06 Apr 2022
Unitail: Detecting, Reading, and Matching in Retail Scene Fangyi Chen Han Zhang Zaiwang Li Jiachen Dou Shentong Mo Hao Chen Yongxin Zhang Uzair Ahmed Chenchen Zhu Marios Savvides 37 9 0 01 Apr 2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization Canjie Luo Lianwen Jin Jingdong Chen SSL AI4TS 29 29 0 20 Mar 2022
Training Protocol Matters: Towards Accurate Scene Text Recognition via Training Protocol Searching Xiaojie Chu Yongtao Wang Chunhua Shen Jingdong Chen Wei Chu 24 0 0 13 Mar 2022
Towards Open-Set Text Recognition via Label-to-Prototype Learning Chang-rui Liu Chun Yang Haibo Qin Xiaobin Zhu Cheng-Lin Liu Xu-Cheng Yin VLM 13 34 0 10 Mar 2022
Self-supervised Implicit Glyph Attention for Text Recognition Tongkun Guan Chaochen Gu Jingzheng Tu Xuehang Yang Qi Feng Yudi Zhao Xiaokang Yang Wei Shen 43 25 0 07 Mar 2022
SAFL: A Self-Attention Scene Text Recognizer with Focal Loss Bao Hieu Tran Le Thanh Huu Manh Nguyen Duc Anh Le T. Nguyen Phi Le Nguyen 14 1 0 01 Jan 2022
Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study Haiyang Yu Jingye Chen Bin Li Jianqi Ma Mengnan Guan Xixi Xu Xiaocong Wang Shaobo Qu Xiangyang Xue 21 55 0 30 Dec 2021
Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition Y. He Chen Chen Jing Zhang Juhua Liu Fengxiang He Chaoyue Wang Bo Du 34 55 0 24 Dec 2021
Visual-Semantic Transformer for Scene Text Recognition Xin Tang Yongquan Lai Ying Liu Yuanyuan Fu Rui Fang ViT 28 8 0 02 Dec 2021
Decoupling Visual-Semantic Feature Learning for Robust Scene Text Recognition Changxu Cheng Bohan Li Qi Zheng Yongpan Wang Wenyu Liu 24 2 0 24 Nov 2021
CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition Tianlun Zheng Zhineng Chen Shancheng Fang Hongtao Xie Yu-Gang Jiang 38 51 0 22 Nov 2021
TRIG: Transformer-Based Text Recognizer with Initial Embedding Guidance Yuefeng Tao Zhiwei Jia Runze Ma Shugong Xu ViT 23 6 0 16 Nov 2021
PIMNet: A Parallel, Iterative and Mimicking Network for Scene Text Recognition Zhi Qiao Yu Zhou Jin Wei Wei Wang Yuanqing Zhang Ning Jiang Hongbin Wang Weiping Wang 27 70 0 09 Sep 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 58 152 0 22 Aug 2021
MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding Zhanghui Kuang Hongbin Sun Zhizhong Li Xiaoyu Yue T. Lin ... Tong Gao Wenwei Zhang Kai-xiang Chen Wayne Zhang Dahua Lin VLM 26 71 0 14 Aug 2021
IFR: Iterative Fusion Based Recognizer For Low Quality Scene Text Recognition Zhiwei Jia Shugong Xu Shiyi Mu Y. Tao Shan Cao Zhiyong Chen 13 3 0 13 Aug 2021
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition A. Bhunia Aneeshan Sain Amandeep Kumar S. Ghose Pinaki Nath Chowdhury Yi-Zhe Song 29 56 0 26 Jul 2021
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 27 28 0 26 Jul 2021
Towards the Unseen: Iterative Text Recognition by Distilling from Errors A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 38 16 0 26 Jul 2021
Word-level Sign Language Recognition with Multi-stream Neural Networks Focusing on Local Regions Mizuki Maruyama S. Ghose Katsufumi Inoue P. Roy Masakazu Iwamura M. Yoshioka SLR 12 3 0 30 Jun 2021
PERT: A Progressively Region-based Network for Scene Text Removal Yuxin Wang Hongtao Xie Shancheng Fang Yadong Qu Yongdong Zhang 43 17 0 24 Jun 2021
Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text Recognition Meng Cui Wei Wang Jinjin Zhang Liang Wang 3DV 21 12 0 13 Jun 2021
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text Spotter Tianwei Wang Yuanzhi Zhu Lianwen Jin Dezhi Peng Zhe Li Mengchao He Yongpan Wang Canjie Luo OOD 34 11 0 10 Jun 2021
Vision Transformer for Fast and Efficient Scene Text Recognition Rowel Atienza ViT 25 144 0 18 May 2021
I2C2W: Image-to-Character-to-Word Transformers for Accurate Scene Text Recognition Chuhui Xue Jiaxing Huang Wenqing Zhang Shijian Lu Changhu Wang S. Bai 33 16 0 18 May 2021