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Rethinking Detection Based Table Structure Recognition for Visually Rich Document Images

1 December 2023

Papers citing "Rethinking Detection Based Table Structure Recognition for Visually Rich Document Images"

34 / 34 papers shown

Title
SPRINT: Script-agnostic Structure Recognition in Tables Dhruv Kudale Badri Vishal Kasuba Venkatapathy Subramanian P. Chaudhuri Ganesh Ramakrishnan LMTD 149 1 0 15 Mar 2025
Revisiting Table Detection Datasets for Visually Rich Documents Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 62 6 0 04 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 120 17 0 21 Mar 2023
An End-to-End Multi-Task Learning Model for Image-based Table Recognition N. Ly Atsuhiro Takasu LMTD 47 15 0 15 Mar 2023
Efficient Information Sharing in ICT Supply Chain Social Network via Table Structure Recognition Bin Xiao Yakup Akkaya Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 43 5 0 03 Nov 2022
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation Meng-Hao Guo Chenggang Lu Qibin Hou Zheng Liu Ming-Ming Cheng Shiyong Hu SSeg ViT VLM 79 653 0 18 Sep 2022
Handling big tabular data of ICT supply chains: a multi-task, machine-interpretable approach Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 45 4 0 11 Aug 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 151 552 0 13 Mar 2022
TableFormer: Table Structure Understanding with Transformers A. Nassar Nikolaos Livathinos Maksym Lysak Peter W. J. Staar LMTD ViT 91 77 0 02 Mar 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 189 5,226 0 10 Jan 2022
Neural Collaborative Graph Machines for Table Structure Recognition Hao Liu Xin Li Bin Liu Deqiang Jiang Yinsong Liu Bo Ren LMTD 87 33 0 26 Nov 2021
PubTables-1M: Towards comprehensive table extraction from unstructured documents B. Smock Rohith Pesala Robin Abraham LMTD 95 103 0 30 Sep 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 47 73 0 14 Aug 2021
Split, embed and merge: An accurate table structure recognizer Zhenrong Zhang Jianshu Zhang Jun Du LMTD 160 61 0 12 Jul 2021
TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition Wenyuan Xue Baosheng Yu Wen Wang Dacheng Tao Qingyong Li LMTD 83 42 0 20 Jun 2021
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals Pei Sun Rufeng Zhang Yi Jiang Tao Kong Chenfeng Xu ... Masayoshi Tomizuka Lei Li Zehuan Yuan Changhu Wang Ping Luo ObjD 103 1,100 0 25 Nov 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 253 5,102 0 08 Oct 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 440 13,130 0 26 May 2020
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context Xinyi Zheng Doug Burdick Lucian Popa Xu Zhong N. Wang LMTD 64 153 0 01 May 2020
CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents D. Prasad Ayan Gadpal Kshitij Kapadni Manish Visave Kavita A. Sultanpure LMTD 57 169 0 27 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 176 12,301 0 23 Apr 2020
Image-based table recognition: data, model, and evaluation Xu Zhong Elaheh Shafieibavani Antonio Jimeno Yepes LMTD 102 223 0 25 Nov 2019
Complicated Table Structure Recognition Zewen Chi Heyan Huang Heng-Da Xu Houjin Yu Wanxuan Yin Xian-Ling Mao LMTD 58 112 0 13 Aug 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 177 2,883 0 17 Jun 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 143 5,018 0 02 Apr 2019
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 136 21,488 0 08 Apr 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 149 4,943 0 03 Dec 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,900 0 17 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 369 27,253 0 20 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,641 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 488 22,158 0 09 Dec 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,618 0 07 Oct 2016
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 733 37,033 0 08 Jun 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 434 43,832 0 01 May 2014