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Harnessing the Power of Multi-Lingual Datasets for Pre-training: Towards Enhancing Text Spotting Performance

2 October 2023

Alloy Das

Sanket Biswas

Josep Lladós

Papers citing "Harnessing the Power of Multi-Lingual Datasets for Pre-training: Towards Enhancing Text Spotting Performance"

33 / 33 papers shown

Title
FastTextSpotter: A High-Efficiency Transformer for Multilingual Scene Text Spotting Alloy Das Sanket Biswas Umapada Pal Josep Lladós Saumik Bhattacharya 124 3 0 27 Aug 2024
Diving into the Depths of Spotting Text in Multi-Domain Noisy Scenes Alloy Das Sanket Biswas Umapada Pal Josep Lladós 63 4 0 01 Oct 2023
Unifying Vision, Text, and Layout for Universal Document Processing Zineng Tang Ziyi Yang Guoxin Wang Yuwei Fang Yang Liu Chenguang Zhu Michael Zeng Chao-Yue Zhang Joey Tianyi Zhou VLM 120 112 0 05 Dec 2022
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting Maoyuan Ye Jing Zhang Shanshan Zhao Juhua Liu Tongliang Liu Bo Du Dacheng Tao 119 77 0 19 Nov 2022
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting Shancheng Fang Zhendong Mao Hongtao Xie Yuxin Wang C. Yan Yongdong Zhang 101 55 0 19 Nov 2022
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang Tengchao Lv Lei Cui Yutong Lu Furu Wei 99 461 0 18 Apr 2022
Text Spotting Transformers Xiang Zhang Yongwen Su Subarna Tripathi Zhuowen Tu ViT 89 95 0 05 Apr 2022
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition Mingxin Huang Yuliang Liu Zhenghao Peng Chongyu Liu Dahua Lin Shenggao Zhu N. Yuan Kai Ding Lianwen Jin ViT 57 103 0 19 Mar 2022
Text-DIAE: A Self-Supervised Degradation Invariant Autoencoders for Text Recognition and Document Enhancement Mohamed Ali Souibgui Sanket Biswas Andrés Mafla Ali Furkan Biten Alicia Fornés Yousri Kessentini Josep Lladós Lluís Gómez Dimosthenis Karatzas 60 23 0 09 Mar 2022
DiT: Self-supervised Pre-training for Document Image Transformer Junlong Li Yiheng Xu Tengchao Lv Lei Cui Chaoxi Zhang Furu Wei ViT VLM 102 167 0 04 Mar 2022
LaTr: Layout-Aware Transformer for Scene-Text VQA Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha ViT 105 102 0 23 Dec 2021
ConvNets vs. Transformers: Whose Visual Representations are More Transferable? Hong-Yu Zhou Chi-Ken Lu Sibei Yang Yizhou Yu ViT 64 54 0 11 Aug 2021
TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text Amanpreet Singh Guan Pang Mandy Toh Jing Huang Wojciech Galuba Tal Hassner 68 174 0 12 May 2021
ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting Yuliang Liu Chunhua Shen Lianwen Jin Tong He Peng Chen Chongyu Liu Hao Chen 117 143 0 08 May 2021
PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text Wenhai Wang Enze Xie Xiang Li Xuebo Liu Ding Liang Yang Zhibo Tong Lu Chunhua Shen 102 144 0 02 May 2021
LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis Zejiang Shen Ruochen Zhang Melissa Dell Benjamin Charles Germain Lee Jacob Carlson Weining Li 3DV 74 99 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 470 21,603 0 25 Mar 2021
TAP: Text-Aware Pre-training for Text-VQA and Text-Caption Zhengyuan Yang Yijuan Lu Jianfeng Wang Xi Yin D. Florêncio Lijuan Wang Cha Zhang Lei Zhang Jiebo Luo VLM 99 144 0 08 Dec 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 260 5,107 0 08 Oct 2020
AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting Wenhai Wang Xuebo Liu Xiaozhong Ji Enze Xie Ding Liang Zhibo Yang Tong Lu Chunhua Shen Ping Luo 33 24 0 03 Aug 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 456 13,130 0 26 May 2020
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network Yuliang Liu Hao Chen Chunhua Shen Tong He Lianwen Jin Liangwei Wang 104 335 0 24 Feb 2020
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting Liang Qiao Sanli Tang Zhanzhan Cheng Yunlu Xu Yi Niu Shiliang Pu Leilei Gan 88 116 0 17 Feb 2020
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
Towards Unconstrained End-to-End Text Spotting Siyang Qin Alessandro Bissacco Michalis Raptis Yasuhisa Fujii Y. Xiao 74 130 0 24 Aug 2019
Character Region Awareness for Text Detection Youngmin Baek Bado Lee Dongyoon Han Sangdoo Yun Hwalsuk Lee 69 784 0 03 Apr 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 462 478 0 03 Apr 2019
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 101 599 0 06 Jul 2018
FOTS: Fast Oriented Text Spotting with a Unified Network Xuebo Liu Ding Liang Shipeng Yan Dagui Chen Yu Qiao Junjie Yan ObjD 91 500 0 05 Jan 2018
TextBoxes: A Fast Text Detector with a Single Deep Neural Network Minghui Liao Baoguang Shi X. Bai Xinggang Wang Wenyu Liu 75 870 0 21 Nov 2016
Synthetic Data for Text Localisation in Natural Images Ankush Gupta Andrea Vedaldi Andrew Zisserman 153 1,430 0 22 Apr 2016
Reading Text in the Wild with Convolutional Neural Networks Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 127 1,166 0 04 Dec 2014
An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks Ian Goodfellow M. Berk Mirza Xia Da Aaron Courville Yoshua Bengio 159 1,455 0 21 Dec 2013