Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval

25 February 2015

Papers citing "Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval"

38 / 188 papers shown

Title
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 45 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
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 23 87 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 153 498 0 29 Dec 2020
Revising FUNSD dataset for key-value detection in document images Hieu M. Vu Diep Thi Ngoc Nguyen 23 8 0 11 Oct 2020
Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning Subhojeet Pramanik Shashank Mujumdar Hima Patel 19 31 0 30 Sep 2020
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs Martin Leipert Georg Vogeler Mathias Seuret Andreas Maier Vincent Christlein 11 1 0 15 Jul 2020
Evaluation of Neural Network Classification Systems on Document Stream J. Voerman Aurélie Joseph Mickael Coustaty V. P. dÁndecy J. Ogier 20 3 0 15 Jul 2020
Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents T. M. Paixão Rodrigo Berriel M. C. Boeres Alessandro Lameiras Koerich C. Badue Alberto F. de Souza Thiago Oliveira-Santos 4 11 0 01 Jul 2020
Improving accuracy and speeding up Document Image Classification through parallel systems Javier Ferrando J. L. Domínguez Jordi Torres Raul Garcia David García Daniel Garrido J. Cortada M. Valero 54 25 0 16 Jun 2020
A Large Dataset of Historical Japanese Documents with Complex Layouts Zejiang Shen Kaixuan Zhang Melissa Dell 15 44 0 18 Apr 2020
Self-Supervised Representation Learning on Document Images Adrian Cosma Mihai Ghidoveanu Michael Panaitescu-Liess Marius Popescu SSL 30 14 0 18 Apr 2020
SlideImages: A Dataset for Educational Image Classification David Morris Eric Müller-Budack Ralph Ewerth 14 13 0 19 Jan 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding Yiheng Xu Minghao Li Lei Cui Shaohan Huang Furu Wei Ming Zhou 16 685 0 31 Dec 2019
DDI-100: Dataset for Text Detection and Recognition I. Zharikov Filipp Nikitin I. Vasiliev V. Dokholyan 27 17 0 25 Dec 2019
Modular Multimodal Architecture for Document Classification T. Dauphinee Nikunj Patel Mohammad Mehdi Rashidi 15 28 0 09 Dec 2019
Cascaded Detail-Preserving Networks for Super-Resolution of Document Images Zhichao Fu Yu Kong Yingbin Zheng Hao Ye Wenxin Hu Jing Yang Liang He SupR 25 9 0 25 Nov 2019
Multimodal deep networks for text and image-based document classification Nicolas Audebert Catherine Herold K. Slimani Cédric Vidal 19 96 0 15 Jul 2019
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 140 356 0 27 May 2019
Neural Probabilistic System for Text Recognition Najoua Rahal Maroua Tounsi Adel M. Alimi BDL 11 2 0 10 Dec 2018
How do Convolutional Neural Networks Learn Design? Shailza Jolly Brian Kenji Iwana Ryohei Kuroki S. Uchida DiffM 13 14 0 25 Aug 2018
Multidomain Document Layout Understanding using Few Shot Object Detection Pranaydeep Singh Srikrishna Varadarajan A. Singh Muktabh Mayank Srivastava 9 6 0 22 Aug 2018
Synthetically Trained Icon Proposals for Parsing and Summarizing Infographics Spandan Madan Zoya Bylinskii Matthew Tancik Adrià Recasens Kimberli Zhong Sami Alsheikh Hanspeter Pfister A. Oliva F. Durand DiffM 14 14 0 27 Jul 2018
MIDV-500: A Dataset for Identity Documents Analysis and Recognition on Mobile Devices in Video Stream V. Arlazarov K. Bulatov T. Chernov Vladimir L. Arlazarov 24 109 0 16 Jul 2018
HWNet v2: An Efficient Word Image Representation for Handwritten Documents Praveen Krishnan C. V. Jawahar 8 65 0 17 Feb 2018
Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks Arindam Das Saikat Roy Ujjwal Bhattacharya Swapan Kumar Parui 11 73 0 29 Jan 2018
Lecture video indexing using boosted margin maximizing neural networks Di Ma Xi Zhang Xu Ouyang G. Agam 19 8 0 02 Dec 2017
Minimizing Supervision for Free-space Segmentation Satoshi Tsutsui Tommi Kerola Shunta Saito David J. Crandall 36 22 0 16 Nov 2017
Real-Time Document Image Classification using Deep CNN and Extreme Learning Machines Andreas Kölsch Muhammad Zeshan Afzal Markus Ebbecke Marcus Liwicki 6 74 0 03 Nov 2017
Page Stream Segmentation with Convolutional Neural Nets Combining Textual and Visual Features Gregor Wiedemann Gerhard Heyer 19 9 0 09 Oct 2017
Convolutional Neural Networks for Font Classification Chris Tensmeyer Daniel Saunders Tony R. Martinez 16 41 0 11 Aug 2017
Analysis of Convolutional Neural Networks for Document Image Classification Chris Tensmeyer Tony R. Martinez 14 52 0 10 Aug 2017
Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification Muhammad Zeshan Afzal Andreas Kölsch Sheraz Ahmed Marcus Liwicki 9 81 0 11 Apr 2017
A Data Driven Approach for Compound Figure Separation Using Convolutional Neural Networks Satoshi Tsutsui David J. Crandall 16 41 0 15 Mar 2017
Building Usage Profiles Using Deep Neural Nets Domenic Curro Konstantinos G. Derpanis A. Miranskyy 14 1 0 23 Feb 2017
Judging a Book By its Cover Brian Kenji Iwana Syed Tahseen Raza Rizvi Sheraz Ahmed Andreas Dengel S. Uchida 19 15 0 28 Oct 2016
What is the right way to represent document images? G. Csurka Diane Larlus Albert Gordo Jon Almazán VLM 4 17 0 03 Mar 2016
Document image classification, with a specific view on applications of patent images G. Csurka VLM 19 10 0 13 Jan 2016