ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction

18 March 2021

Papers citing "ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction"

36 / 186 papers shown

Title
RDU: A Region-based Approach to Form-style Document Understanding Fengbin Zhu Chao Wang Wenqiang Lei Ziyang Liu Tat-Seng Chua 30 2 0 14 Jun 2022
PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System Chenxia Li Weiwei Liu Ruoyu Guo Xiaoyue Yin Kaitao Jiang ... Lingfeng Zhu Baohua Lai Xiaoguang Hu Dianhai Yu Yanjun Ma 19 105 0 07 Jun 2022
HYCEDIS: HYbrid Confidence Engine for Deep Document Intelligence System Bao-Sinh Nguyen Q. Tran Tuan-Anh Dang Nguyen D. Nguyen H. Le 43 0 0 01 Jun 2022
Detection Masking for Improved OCR on Noisy Documents Daniel Rotman Ophir Azulai Inbar Shapira Yevgeny Burshtein Udi Barzelay 48 4 0 17 May 2022
Multimodal Pre-training Based on Graph Attention Network for Document Understanding Zhenrong Zhang Jiefeng Ma Jun Du Licheng Wang Jianshu Zhang 23 37 0 25 Mar 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction Chen-Yu Lee Chun-Liang Li Timothy Dozat Vincent Perot Guolong Su Nan Hua Joshua Ainslie Renshen Wang Yasuhisa Fujii Tomas Pfister 33 77 0 16 Mar 2022
DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Sanket Biswas Ayan Banerjee Josep Lladós Umapada Pal ViT 28 23 0 27 Jan 2022
OCR-free Document Understanding Transformer Geewook Kim Teakgyu Hong Moonbin Yim Jeongyeon Nam Jinyoung Park Jinyeong Yim Wonseok Hwang Sangdoo Yun Dongyoon Han Seunghyun Park ViT 68 264 0 30 Nov 2021
Document AI: Benchmarks, Models and Applications Lei Cui Yiheng Xu Tengchao Lv Furu Wei VLM 29 70 0 16 Nov 2021
Information Extraction from Visually Rich Documents with Font Style Embeddings Ismail Oussaid William Vanhuffel Pirashanth Ratnamogan Mhamed Hajaiej Alexis Mathey Thomas Gilles 19 1 0 07 Nov 2021
Entity Relation Extraction as Dependency Parsing in Visually Rich Documents Yue Zhang Bo Zhang Rui Wang Junjie Cao Chen Li Zuyi Bao 40 32 0 19 Oct 2021
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding Junlong Li Yiheng Xu Lei Cui Furu Wei VLM 3DGS 36 59 0 16 Oct 2021
Robustness Evaluation of Transformer-based Form Field Extractors via Form Attacks Le Xue M. Gao Zeyuan Chen Caiming Xiong Ran Xu 27 3 0 08 Oct 2021
Deep learning-based NLP Data Pipeline for EHR Scanned Document Information Extraction Enshuo Hsu I. Malagaris Y. Kuo Rizwana Sultana Kirk Roberts 11 25 0 14 Sep 2021
PP-OCRv2: Bag of Tricks for Ultra Lightweight OCR System Yuning Du Chenxia Li Ruoyu Guo Cheng Cui Weiwei Liu ... Yehua Yang Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma 19 66 0 07 Sep 2021
BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents Teakgyu Hong Donghyun Kim Mingi Ji Wonseok Hwang Daehyun Nam Sungrae Park VLM 34 152 0 10 Aug 2021
StrucTexT: Structured Text Understanding with Multi-Modal Transformers Yulin Li Yuxi Qian Yuchen Yu Xiameng Qin Chengquan Zhang Yan Liu Kun Yao Junyu Han Jingtuo Liu Errui Ding 37 114 0 06 Aug 2021
MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction Guozhi Tang Lele Xie Lianwen Jin Jiapeng Wang Jingdong Chen Zhen Xu Qianying Wang Yaqiang Wu Hui Li 22 29 0 24 Jun 2021
DocFormer: End-to-End Transformer for Document Understanding Srikar Appalaraju Bhavan A. Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha ViT 41 273 0 22 Jun 2021
Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences Jiapeng Wang Tianwei Wang Guozhi Tang Lianwen Jin Weihong Ma Kai Ding Yichao Huang 28 12 0 20 Jun 2021
Key Information Extraction From Documents: Evaluation And Generator Oliver Bensch Mirela C. Popa Constantin Spille 14 13 0 09 Jun 2021
ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents Weihong Lin Qifang Gao Lei-huan Sun Zhuoyao Zhong Kaiqin Hu Qin Ren Qiang Huo 33 39 0 25 May 2021
Unknown-box Approximation to Improve Optical Character Recognition Performance Ayantha Randika Nilanjan Ray X. Xiao Allegra A. Latimer 16 5 0 17 May 2021
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 47 7 0 10 Mar 2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Rafal Powalski Łukasz Borchmann Dawid Jurkiewicz Tomasz Dwojak Michal Pietruszka Gabriela Pałka ViT 36 157 0 18 Feb 2021
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution Jiapeng Wang Chongyu Liu Lianwen Jin Guozhi Tang Jiaxin Zhang Shuaitao Zhang Qianying Wang Y. Wu Mingxiang Cai 30 82 0 24 Jan 2021
WebSRC: A Dataset for Web-Based Structural Reading Comprehension Xingyu Chen Zihan Zhao Lu Chen Danyang Zhang Jiabao Ji Ao Luo Yuxuan Xiong Kai Yu RALM 31 88 0 23 Jan 2021
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 153 502 0 29 Dec 2020
A Survey of Deep Learning Approaches for OCR and Document Understanding Nishant Subramani Alexandre Matton Malcolm Greaves Adrian Lam 19 49 0 27 Nov 2020
Learning Graph Normalization for Graph Neural Networks Yihao Chen Xin Tang Xianbiao Qi Chun-Guang Li Rong Xiao AI4CE 14 50 0 24 Sep 2020
PP-OCR: A Practical Ultra Lightweight OCR System Yuning Du Chenxia Li Ruoyu Guo Xiaoting Yin Weiwei Liu ... Yifan Bai Zilin Yu Yehua Yang Qingqing Dang Hongya Wang 36 178 0 21 Sep 2020
Abstractive Information Extraction from Scanned Invoices (AIESI) using End-to-end Sequential Approach Shreeshiv Patel Dvijesh N Bhatt 30 11 0 12 Sep 2020
Text Detection and Recognition in the Wild: A Review Z. Raisi Mohamed A. Naiel Paul Fieguth Steven Wardell John S. Zelek 47 35 0 08 Jun 2020
TRIE: End-to-End Text Reading and Information Extraction for Document Understanding Peng Zhang Yunlu Xu Zhanzhan Cheng Shiliang Pu Jing Lu Liang Qiao Yi Niu Fei Wu SyDa 29 102 0 27 May 2020
Understanding Scanned Receipts E. Melz 10 0 0 04 May 2020
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks Wenwen Yu Ning Lu Xianbiao Qi Ping Gong Rong Xiao 16 134 0 16 Apr 2020