TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images

6 January 2020

Papers citing "TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images"

50 / 56 papers shown

Title
Synthetic Data Augmentation for Table Detection: Re-evaluating TableNet's Performance with Automatically Generated Document Images Krishna Sahukara Zineddine Bettouche Andreas Fischer LMTD ViT 36 0 0 17 Jun 2025
Multimodal Tabular Reasoning with Privileged Structured Information Jun-Peng Jiang Yu Xia Hai-Long Sun Shiyin Lu Qing-Guo Chen Weihua Luo Kaifu Zhang De-Chuan Zhan Han-Jia Ye LMTD LRM 91 0 0 04 Jun 2025
TableCenterNet: A one-stage network for table structure recognition Anyi Xiao Cihui Yang LMTD 92 0 0 24 Apr 2025
TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism Minsoo Khang Teakgyu Hong LMTD 153 1 0 21 Jan 2025
PdfTable: A Unified Toolkit for Deep Learning-Based Table Extraction Lei Sheng Shuai-Shuai Xu LMTD 64 0 0 08 Sep 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy Weichao Zhao Hao Feng Qi Liu Jingqun Tang Shubo Wei ... Lei Liao Yongjie Ye Hao Liu Houqiang Li Can Huang LMTD 96 24 0 03 Jun 2024
End-to-End Semi-Supervised approach with Modulated Object Queries for Table Detection in Documents Iqraa Ehsan Tahira Shehzadi Didier Stricker Muhammad Zeshan Afzal LMTD 63 5 0 08 May 2024
Towards End-to-End Semi-Supervised Table Detection with Semantic Aligned Matching Transformer Tahira Shehzadi Shalini Sarode Didier Stricker Muhammad Zeshan Afzal LMTD 108 4 0 30 Apr 2024
ClusterTabNet: Supervised clustering method for table detection and table structure recognition Marek Polewczyk Marco Spinaci LMTD 71 1 0 12 Feb 2024
LORE++: Logical Location Regression Network for Table Structure Recognition with Pre-training Rujiao Long Hangdi Xing Zhibo Yang Qi Zheng Zhi Yu Cong Yao Fei Huang 61 5 0 03 Jan 2024
Object Recognition from Scientific Document based on Compartment Refinement Framework Jinghong Li Wen Gu Koichi Ota Shinobu Hasegawa 88 3 0 14 Dec 2023
GridFormer: Towards Accurate Table Structure Recognition via Grid Prediction Pengyuan Lyu Weihong Ma Hongyi Wang Yu Yu Chengquan Zhang Kun Yao Yang Xue Jingdong Wang LMTD 74 9 0 26 Sep 2023
Classification of Visualization Types and Perspectives in Patents J. Ghauri Eric Müller-Budack Ralph Ewerth 74 2 0 19 Jul 2023
Bridging the Performance Gap between DETR and R-CNN for Graphical Object Detection in Document Images Tahira Shehzadi K. Hashmi D. Stricker Marcus Liwicki Muhammad Zeshan Afzal 117 7 0 23 Jun 2023
End-to-End Document Classification and Key Information Extraction using Assignment Optimization Ciaran Cooney Joana Cavadas Liam Madigan Bradley Savage Rachel Heyburn Mairead O'Cuinn 49 0 0 01 Jun 2023
Table Detection for Visually Rich Document Images Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir 71 10 0 30 May 2023
A Framework For Refining Text Classification and Object Recognition from Academic Articles Jinghong Li Koichi Ota Wen Gu S. Hasegawa 81 1 0 27 May 2023
Towards End-to-End Semi-Supervised Table Detection with Deformable Transformer Tahira Shehzadi K. Hashmi D. Stricker Marcus Liwicki Muhammad Zeshan Afzal ViT LMTD 71 10 0 04 May 2023
Revisiting Table Detection Datasets for Visually Rich Documents Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 86 6 0 04 May 2023
TRACE: Table Reconstruction Aligned to Corner and Edges Youngmin Baek Daehyun Nam Jaeheung Surh Seung Shin Seonghyeon Kim LMTD 80 5 0 01 May 2023
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer Jiawei Wang Weihong Lin Chixiang Ma Mingze Li Zhengmao Sun Lei-huan Sun Qiang Huo LMTD 122 18 0 21 Mar 2023
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation Hao Liu Xin Li Ming Gong Bin Liu Yunfei Wu Deqiang Jiang Yinsong Liu Xing Sun LMTD 79 6 0 16 Mar 2023
Improving Table Structure Recognition with Visual-Alignment Sequential Coordinate Modeling Yongshuai Huang Ning Lu Dapeng Chen Yibo Li Zecheng Xie Shenggao Zhu Liangcai Gao Wei Peng 111 29 0 13 Mar 2023
Mining Healthcare Procurement Data Using Text Mining and Natural Language Processing -- Reflection From An Industrial Project Ziqi Zhang Tomas Jasaitis Richard Freeman Rowida Alfrjani Adam Funk 43 6 0 09 Jan 2023
Sketch2FullStack: Generating Skeleton Code of Full Stack Website and Application from Sketch using Deep Learning and Computer Vision Somoy Subandhu Barua Imam Mohammad Zulkarnain Abhishek Roy Md. Golam Rabiul Alam Md Zia Uddin 51 2 0 26 Nov 2022
Deep learning for table detection and structure recognition: A survey M. Kasem Abdelrahman Abdallah Alexander Berendeyev Ebrahem Elkady Mahmoud Abdalla Mohamed Mahmoud Mohamed Hamada D. Nurseitov I. Taj-Eddin LMTD 86 26 0 15 Nov 2022
DATa: Domain Adaptation-Aided Deep Table Detection Using Visual-Lexical Representations Hyebin Kwon Joungbin An Dongwook Lee Won-Yong Shin 22 2 0 12 Nov 2022
Tables to LaTeX: structure and content extraction from scientific tables Pratik Kayal Mrinal Anand Harsh Desai Mayank Singh LMTD 83 12 0 31 Oct 2022
Table Detection in the Wild: A Novel Diverse Table Detection Dataset and Method Mrinal Haloi Shashank Shekhar Nikhil Fande Siddhant Swaroop Dash G. Sanjay 42 3 0 31 Aug 2022
TRUST: An Accurate and End-to-End Table structure Recognizer Using Splitting-based Transformers Zengyuan Guo Yuecheng Yu Pengyuan Lv Chengquan Zhang Haojie Li Zhihui Wang Kun Yao Jingtuo Liu Jingdong Wang LMTD ViT 114 13 0 31 Aug 2022
TSRFormer: Table Structure Recognition with Transformers Weihong Lin Zhengmao Sun Chixiang Ma Mingze Li Jiawei Wang Lei-huan Sun Qiang Huo ViT LMTD 120 37 0 09 Aug 2022
DEXTER: An end-to-end system to extract table contents from electronic medical health documents PR Nandhinee Harinath Krishnamoorthy K. Srivatsan Anil Goyal Sudarsun Santhiappan LMTD MedIm 55 3 0 14 Jul 2022
Robust Table Detection and Structure Recognition from Heterogeneous Document Images Chixiang Ma Weihong Lin Lei-huan Sun Qiang Huo LMTD 81 54 0 17 Mar 2022
TSR-DSAW: Table Structure Recognition via Deep Spatial Association of Words Arushi Jain Shubham Paliwal Monika Sharma Lovekesh Vig LMTD 16 3 0 14 Mar 2022
A Machine Learning Approach to Digital Contact Tracing: TC4TL Challenge Badrinath Singhal Chris Vorster Di Meng G. Gupta L. Dunne Mark Germaine 25 0 0 08 Mar 2022
Table Structure Recognition with Conditional Attention Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 67 10 0 08 Mar 2022
TableFormer: Table Structure Understanding with Transformers A. Nassar Nikolaos Livathinos Maksym Lysak Peter W. J. Staar LMTD ViT 112 77 0 02 Mar 2022
Modelling the semantics of text in complex document layouts using graph transformer networks T. Barillot Jacob Saks Polena Lilyanova Edward Torgas Yachen Hu Yuanqing Liu Varun Balupuri P. Gaskell GNN 53 0 0 18 Feb 2022
Neural Collaborative Graph Machines for Table Structure Recognition Hao Liu Xin Li Bin Liu Deqiang Jiang Yinsong Liu Bo Ren LMTD 113 33 0 26 Nov 2021
Visual Understanding of Complex Table Structures from Document Images S. Raja Ajoy Mondal Jawahar C V LMTD 41 23 0 13 Nov 2021
PubTables-1M: Towards comprehensive table extraction from unstructured documents B. Smock Rohith Pesala Robin Abraham LMTD 126 103 0 30 Sep 2021
Parsing Table Structures in the Wild Rujiao Long Wen Wang Nan Xue Feiyu Gao Zhibo Yang Yongpan Wang Gui-Song Xia LMTD 84 52 0 06 Sep 2021
TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition Wenyuan Xue Baosheng Yu Wen Wang Dacheng Tao Qingyong Li LMTD 111 42 0 20 Jun 2021
TNCR: Table Net Detection and Classification Dataset Abdelrahman Abdallah Alexander Berendeyev Islam Nuradin D. Nurseitov 60 32 0 19 Jun 2021
Flexible Table Recognition and Semantic Interpretation System Marcin Namysl Alexander M. Esser Sven Behnke Joachim Kohler LMTD 25 6 0 25 May 2021
LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment Liang Qiao Zaisheng Li Zhanzhan Cheng Peng Zhang Shiliang Pu Yi Niu Wenqi Ren Wenming Tan Leilei Gan 78 70 0 13 May 2021
Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks K. Hashmi Marcus Liwicki D. Stricker Muhammad Adnan Afzal Muhammad Ahtsham Afzal Muhammad Zeshan Afzal LMTD 61 49 0 29 Apr 2021
Guided Table Structure Recognition through Anchor Optimization K. Hashmi D. Stricker Marcus Liwicki Muhammad Noman Afzal Muhammad Zeshan Afzal LMTD 67 29 0 21 Apr 2021
Web Table Classification based on Visual Features B. Bühler Heiko Paulheim LMTD 20 1 0 25 Feb 2021
Deep Structured Feature Networks for Table Detection and Tabular Data Extraction from Scanned Financial Document Images Siwen Luo Mengting Wu Yiwen Gong Wanying Zhou Josiah Poon 31 4 0 20 Feb 2021