VL-Reader: Vision and Language Reconstructor is an Effective Scene Text Recognizer

18 September 2024

Humen Zhong

Zhibo Yang

Zhaohai Li

Peng Wang

Jun Tang

Wenqing Cheng

Cong Yao

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Papers citing "VL-Reader: Vision and Language Reconstructor is an Effective Scene Text Recognizer"

24 / 24 papers shown

Title
Scene Text Recognition with Permuted Autoregressive Sequence Models Darwin Bautista Rowel Atienza 105 173 0 14 Jul 2022
Reading and Writing: Discriminative and Generative Modeling for Self-Supervised Text Recognition Mingkun Yang Minghui Liao Pu Lu Jing Wang Shenggao Zhu Hualin Luo Qingzhen Tian X. Bai SSL 98 59 0 01 Jul 2022
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models Minghao Li Tengchao Lv Jingye Chen Lei Cui Yijuan Lu D. Florêncio Cha Zhang Zhoujun Li Furu Wei ViT 246 372 0 21 Sep 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 60 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 89 154 0 22 Aug 2021
Open Images V5 Text Annotation and Yet Another Mask Text Spotter Ilya Krylov S. Nosov V. Sovrasov VLM 68 54 0 23 Jun 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 682 41,483 0 22 Oct 2020
Towards Accurate Scene Text Recognition with Semantic Reasoning Networks Deli Yu Xuan Li Chengquan Zhang Junyu Han Jingtuo Liu Errui Ding 95 287 0 27 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 59 130 0 04 Feb 2020
TextScanner: Reading Characters in Order for Robust Scene Text Recognition Zhaoyi Wan Minghang He Haoran Chen X. Bai Cong Yao 67 139 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 200 255 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 62 160 0 20 Dec 2019
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 260 3,505 0 30 Sep 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 104 158 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 95 215 0 16 Sep 2019
ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition -- RRC-MLT-2019 Nibal Nayef Yash J. Patel M. Busta Pinaki Nath Chowdhury Dimosthenis Karatzas ... Jirí Matas Umapada Pal J. Burie Cheng-Lin Liu J. Ogier 3DV 86 251 0 01 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 236 8,451 0 19 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 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 99 599 0 06 Jul 2018
Synthetic Data for Text Localisation in Natural Images Ankush Gupta Andrea Vedaldi Andrew Zisserman 153 1,430 0 22 Apr 2016
Robust Scene Text Recognition with Automatic Rectification Baoguang Shi Xinggang Wang Pengyuan Lyu Cong Yao X. Bai 3DV 92 587 0 12 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Reading Text in the Wild with Convolutional Neural Networks Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 127 1,166 0 04 Dec 2014
Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 159 935 0 09 Jun 2014