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 47 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 31 88 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 153 502 0 29 Dec 2020
Revising FUNSD dataset for key-value detection in document images Hieu M. Vu Diep Thi Ngoc Nguyen 31 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 21 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 16 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 22 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 12 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 23 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 22 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 71 686 0 31 Dec 2019
DDI-100: Dataset for Text Detection and Recognition I. Zharikov Filipp Nikitin I. Vasiliev V. Dokholyan 30 17 0 25 Dec 2019
Modular Multimodal Architecture for Document Classification T. Dauphinee Nikunj Patel Mohammad Mehdi Rashidi 28 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 97 0 15 Jul 2019
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 143 357 0 27 May 2019
Neural Probabilistic System for Text Recognition Najoua Rahal Maroua Tounsi Adel M. Alimi BDL 16 2 0 10 Dec 2018
How do Convolutional Neural Networks Learn Design? Shailza Jolly Brian Kenji Iwana Ryohei Kuroki S. Uchida DiffM 18 14 0 25 Aug 2018
Multidomain Document Layout Understanding using Few Shot Object Detection Pranaydeep Singh Srikrishna Varadarajan A. Singh Muktabh Mayank Srivastava 19 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 29 109 0 16 Jul 2018
HWNet v2: An Efficient Word Image Representation for Handwritten Documents Praveen Krishnan C. V. Jawahar 16 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 19 73 0 29 Jan 2018
Lecture video indexing using boosted margin maximizing neural networks Di Ma Xi Zhang Xu Ouyang G. Agam 21 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 14 74 0 03 Nov 2017
Page Stream Segmentation with Convolutional Neural Nets Combining Textual and Visual Features Gregor Wiedemann Gerhard Heyer 27 9 0 09 Oct 2017
Convolutional Neural Networks for Font Classification Chris Tensmeyer Daniel Saunders Tony R. Martinez 24 41 0 11 Aug 2017
Analysis of Convolutional Neural Networks for Document Image Classification Chris Tensmeyer Tony R. Martinez 22 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 17 81 0 11 Apr 2017
A Data Driven Approach for Compound Figure Separation Using Convolutional Neural Networks Satoshi Tsutsui David J. Crandall 18 41 0 15 Mar 2017
Building Usage Profiles Using Deep Neural Nets Domenic Curro Konstantinos G. Derpanis A. Miranskyy 16 1 0 23 Feb 2017
Judging a Book By its Cover Brian Kenji Iwana Syed Tahseen Raza Rizvi Sheraz Ahmed Andreas Dengel S. Uchida 24 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 24 10 0 13 Jan 2016