dhSegment: A generic deep-learning approach for document segmentation

27 April 2018

Papers citing "dhSegment: A generic deep-learning approach for document segmentation"

20 / 20 papers shown

Title
The Socface Project: Large-Scale Collection, Processing, and Analysis of a Century of French Censuses Mélodie Boillet Solène Tarride Manon Blanco Valentin Rigal Yoann Schneider Bastien Abadie Lionel Kesztenbaum Christopher Kermorvant 36 3 0 29 Apr 2024
GraphKD: Exploring Knowledge Distillation Towards Document Object Detection with Structured Graph Creation Ayan Banerjee Sanket Biswas Josep Lladós Umapada Pal 43 1 0 17 Feb 2024
Entry Separation using a Mixed Visual and Textual Language Model: Application to 19th century French Trade Directories Bertrand Duménieu Edwin Carlinet N. Abadie Joseph Chazalon 27 0 0 17 Feb 2023
Robust Text Line Detection in Historical Documents: Learning and Evaluation Methods Mélodie Boillet Christopher Kermorvant Thierry Paquet AI4TS 16 15 0 23 Mar 2022
DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition Denis Coquenet Clément Chatelain Thierry Paquet 33 57 0 23 Mar 2022
DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts Wenzhen Zhu Negin Sokhandan Guang Yang Sujitha Martin S. Sathyanarayana 21 15 0 03 Feb 2022
DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Sanket Biswas Ayan Banerjee Josep Lladós Umapada Pal ViT 19 23 0 27 Jan 2022
Document AI: Benchmarks, Models and Applications Lei Cui Yiheng Xu Tengchao Lv Furu Wei VLM 24 69 0 16 Nov 2021
OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis Sumit Shekhar Bhanu Prakash Reddy Guda Ashutosh Chaubey Ishan Jindal Avanish Jain 33 0 0 01 Oct 2021
Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten Manuscripts Prema Satish Sharan Sowmya Aitha Amandeep Kumar Abhishek Trivedi Aaron Augustine Ravi Kiran Sarvadevabhatla 32 5 0 21 Aug 2021
Synthesis in Style: Semantic Segmentation of Historical Documents using Synthetic Data Christian Bartz H. Rätz Joseph Bethge Christoph Meinel Haojin Yang 21 6 0 14 Jul 2021
End-to-End Information Extraction by Character-Level Embedding and Multi-Stage Attentional U-Net Tuan-Anh Dang Nguyen Dat Nguyen Thanh 11 16 0 02 Jun 2021
Multiple Document Datasets Pre-training Improves Text Line Detection With Deep Neural Networks Mélodie Boillet Christopher Kermorvant Thierry Paquet 11 22 0 28 Dec 2020
docExtractor: An off-the-shelf historical document element extraction Tom Monnier Mathieu Aubry VLM 27 28 0 15 Dec 2020
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network Denis Coquenet Clément Chatelain Thierry Paquet AI4TS 38 77 0 07 Dec 2020
HORAE: an annotated dataset of books of hours Mélodie Boillet Marie-Laurence Bonhomme Dominique Stutzmann Christopher Kermorvant 9 20 0 01 Dec 2020
Unsupervised deep learning for text line segmentation Berat Kurar Barakat Ahmad Droby Rym Alasam Boraq Madi Irina Rabaev Raed Shammes Jihad El-Sana 21 4 0 19 Mar 2020
Multimodal deep networks for text and image-based document classification Nicolas Audebert Catherine Herold K. Slimani Cédric Vidal 17 96 0 15 Jul 2019
Multi-Task Handwritten Document Layout Analysis Lorenzo Quirós 25 40 0 22 Jun 2018
A Two-Stage Method for Text Line Detection in Historical Documents Tobias Grüning Gundram Leifert Tobias Strauß Johannes Michael R. Labahn 29 143 0 09 Feb 2018