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2004.12629
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CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents
27 April 2020
D. Prasad
Ayan Gadpal
Kshitij Kapadni
Manish Visave
Kavita A. Sultanpure
LMTD
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HuggingFace (3 upvotes)
Github (1532★)
Papers citing
"CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents"
50 / 83 papers shown
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Khushi Khanchandani
Akshita Shetty
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136
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0
01 Nov 2025
Table Detection with Active Learning
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2025
Somraj Gautam
Nachiketa Purohit
Gaurav Harit
213
0
0
24 Sep 2025
From Surface to Semantics: Semantic Structure Parsing for Table-Centric Document Analysis
Xuan Li
Jialiang Dong
Raymond Wong
LMTD
161
0
0
14 Aug 2025
TableCenterNet: A one-stage network for table structure recognition
Anyi Xiao
Cihui Yang
LMTD
362
0
0
24 Apr 2025
Leveraging Contrast Information for Efficient Document Shadow Removal
Wenshu Fan
Jiancheng Huang
Na Liu
Mingfu Yan
Yi Huang
Shifeng Chen
387
1
0
01 Apr 2025
SPRINT: Script-agnostic Structure Recognition in Tables
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2025
Dhruv Kudale
Badri Vishal Kasuba
Venkatapathy Subramanian
P. Chaudhuri
Ganesh Ramakrishnan
LMTD
346
6
0
15 Mar 2025
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner
International Joint Conference on Artificial Intelligence (IJCAI), 2024
Yitong Zhou
Mingyue Cheng
Qingyang Mao
Qi Liu
F. Xu
LMTD
489
4
0
30 Dec 2024
PdfTable: A Unified Toolkit for Deep Learning-Based Table Extraction
Lei Sheng
Shuai-Shuai Xu
LMTD
228
2
0
08 Sep 2024
ViRED: Prediction of Visual Relations in Engineering Drawings
International Conference on Mobile Ad-hoc and Sensor Networks (ICMASN), 2024
Chao Gu
Ke Lin
Yiyang Luo
Jiahui Hou
Xiang-Yang Li
283
1
0
02 Sep 2024
Uncertainty Quantification in Table Structure Recognition
Kehinde E. Ajayi
Leizhen Zhang
Yi He
Jian Wu
LMTD
203
3
0
01 Jul 2024
SRFUND: A Multi-Granularity Hierarchical Structure Reconstruction Benchmark in Form Understanding
Jiefeng Ma
Yan Wang
Chenyu Liu
Jun Du
Yu Hu
Zhenrong Zhang
Pengfei Hu
Qing Wang
Jianshu Zhang
213
1
0
13 Jun 2024
UnSupDLA: Towards Unsupervised Document Layout Analysis
Talha Uddin Sheikh
Tahira Shehzadi
K. Hashmi
Didier Stricker
Muhammad Zeshan Afzal
259
4
0
10 Jun 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
339
63
0
03 Jun 2024
SEMv3: A Fast and Robust Approach to Table Separation Line Detection
Chunxia Qin
Zhenrong Zhang
Pengfei Hu
Chenyu Liu
Jie Ma
Jun Du
LMTD
332
12
0
20 May 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
277
10
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
399
8
0
30 Apr 2024
Multi-Cell Decoder and Mutual Learning for Table Structure and Character Recognition
T. Kawakatsu
LMTD
251
8
0
20 Apr 2024
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content
Avinash Anand
Raj Jaiswal
Pijush Bhuyan
Mohit Gupta
Siddhesh Bangar
Md. Modassir Imam
R. Shah
Shiníchi Satoh
LMTD
372
9
0
16 Apr 2024
UniTable: Towards a Unified Framework for Table Recognition via Self-Supervised Pretraining
Sheng-Hsuan Peng
Aishwarya Chakravarthy
Seongmin Lee
Xiaojing Wang
Rajarajeswari Balasubramaniyan
Duen Horng Chau
LMTD
268
12
0
07 Mar 2024
ClusterTabNet: Supervised clustering method for table detection and table structure recognition
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2024
Marek Polewczyk
Marco Spinaci
LMTD
322
3
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
241
11
0
03 Jan 2024
RTHDet: Rotate Table Area and Head Detection in images
Wen-Feng Hu
Minglei Tong
LMTD
216
1
0
31 Dec 2023
TDeLTA: A Light-weight and Robust Table Detection Method based on Learning Text Arrangement
Yang Fan
Xiangping Wu
Qingcai Chen
Heng Li
Yan Huang
Zhixiang Cai
Qitian Wu
LMTD
257
0
0
18 Dec 2023
Rethinking Detection Based Table Structure Recognition for Visually Rich Document Images
Bin Xiao
Murat Simsek
B. Kantarci
Ala Abu Alkheir
LMTD
439
3
0
01 Dec 2023
GridFormer: Towards Accurate Table Structure Recognition via Grid Prediction
ACM Multimedia (ACM MM), 2023
Pengyuan Lyu
Weihong Ma
Hongyi Wang
Yu Yu
Chengquan Zhang
Kun Yao
Yang Xue
Jingdong Wang
LMTD
335
21
0
26 Sep 2023
Vision Grid Transformer for Document Layout Analysis
IEEE International Conference on Computer Vision (ICCV), 2023
Cheng Da
Chuwei Luo
Qi Zheng
Cong Yao
ViT
279
59
0
29 Aug 2023
DocTr: Document Transformer for Structured Information Extraction in Documents
IEEE International Conference on Computer Vision (ICCV), 2023
Haofu Liao
Aruni RoyChowdhury
Weijian Li
Ankan Bansal
Yuting Zhang
Zhuowen Tu
R. Satzoda
R. Manmatha
Vijay Mahadevan
244
26
0
16 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
311
11
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23 Jun 2023
arXiVeri: Automatic table verification with GPT
Gyungin Shin
Weidi Xie
Samuel Albanie
LMTD
320
1
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13 Jun 2023
Table Detection for Visually Rich Document Images
Knowledge-Based Systems (KBS), 2023
Bin Xiao
Murat Simsek
B. Kantarci
Ala Abu Alkheir
252
13
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30 May 2023
M
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6
Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis
Computer Vision and Pattern Recognition (CVPR), 2023
Hiuyi Cheng
Pei-yu Zhang
Sihang Wu
Jiaxin Zhang
Qi Zhu
Zecheng Xie
Jing Li
Kai Ding
Lianwen Jin
403
57
0
15 May 2023
SwinDocSegmenter: An End-to-End Unified Domain Adaptive Transformer for Document Instance Segmentation
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
Ayan Banerjee
Sanket Biswas
Josep Lladós
Umapada Pal
ViT
253
22
0
08 May 2023
Optimized Table Tokenization for Table Structure Recognition
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
Maksym Lysak
Ahmed Nassar
Nikolaos Livathinos
Christoph Auer
Peter W. J. Staar
LMTD
338
28
0
05 May 2023
Towards End-to-End Semi-Supervised Table Detection with Deformable Transformer
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
Tahira Shehzadi
K. Hashmi
D. Stricker
Marcus Liwicki
Muhammad Zeshan Afzal
ViT
LMTD
301
14
0
04 May 2023
Revisiting Table Detection Datasets for Visually Rich Documents
International Journal on Document Analysis and Recognition (IJDAR), 2023
Bin Xiao
Murat Simsek
B. Kantarci
Ala Abu Alkheir
LMTD
260
8
0
04 May 2023
TRACE: Table Reconstruction Aligned to Corner and Edges
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
Youngmin Baek
Daehyun Nam
Jaeheung Surh
Seung Shin
Seonghyeon Kim
LMTD
295
11
0
01 May 2023
A Study on Reproducibility and Replicability of Table Structure Recognition Methods
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
Kehinde E. Ajayi
Muntabhir Hasan Choudhury
Sarah Rajtmajer
Jian Wu
LMTD
201
8
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20 Apr 2023
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer
Pattern Recognition (Pattern Recogn.), 2023
Jiawei Wang
Weihong Lin
Chixiang Ma
Mingze Li
Zhengmao Sun
Lei-huan Sun
Qiang Huo
LMTD
354
25
0
21 Mar 2023
Rethinking Image-based Table Recognition Using Weakly Supervised Methods
International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2023
N. Ly
Atsuhiro Takasu
Phuc Nguyen
Hideaki Takeda
LMTD
371
20
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14 Mar 2023
Improving Table Structure Recognition with Visual-Alignment Sequential Coordinate Modeling
Computer Vision and Pattern Recognition (CVPR), 2023
Yongshuai Huang
Ning Lu
Dapeng Chen
Yibo Li
Zecheng Xie
Shenggao Zhu
Liangcai Gao
Wei Peng
505
51
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13 Mar 2023
Aligning benchmark datasets for table structure recognition
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
B. Smock
Rohith Pesala
Robin Abraham
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327
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01 Mar 2023
Customer Profiling, Segmentation, and Sales Prediction using AI in Direct Marketing
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I. Taj-Eddin
272
94
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03 Feb 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
232
2
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26 Nov 2022
Deep learning for table detection and structure recognition: A survey
ACM Computing Surveys (ACM CSUR), 2022
M. Kasem
Abdelrahman Abdallah
Alexander Berendeyev
Ebrahem Elkady
Mahmoud Abdalla
M. Kasem
Mohamed Hamada
D. Nurseitov
I. Taj-Eddin
LMTD
331
39
0
15 Nov 2022
DATa: Domain Adaptation-Aided Deep Table Detection Using Visual-Lexical Representations
Knowledge-Based Systems (KBS), 2022
Hyebin Kwon
Joungbin An
Dongwook Lee
Won-Yong Shin
153
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12 Nov 2022
Efficient Information Sharing in ICT Supply Chain Social Network via Table Structure Recognition
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Bin Xiao
Yakup Akkaya
Murat Simsek
B. Kantarci
Ala Abu Alkheir
LMTD
189
5
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03 Nov 2022
RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild
Weiyao Wang
Byung-Hak Kim
Varun Ganapathi
SSL
LMTD
229
1
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02 Nov 2022
Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents
International Conference on Pattern Recognition (ICPR), 2022
Andrea Gemelli
Emanuele Vivoli
S. Marinai
LMTD
334
17
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23 Aug 2022
TSRFormer: Table Structure Recognition with Transformers
ACM Multimedia (ACM MM), 2022
Weihong Lin
Zhengmao Sun
Chixiang Ma
Mingze Li
Jiawei Wang
Lei-huan Sun
Qiang Huo
ViT
LMTD
342
51
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
348
5
0
14 Jul 2022
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