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Document Analysis Systems

14th IAPR International Workshop, DAS 2020, Wuhan, China, July 26–29, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Xiang Bai

    1. Huazhong University of Science and Technology, Wuhan, China

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  2. Dimosthenis Karatzas

    1. Autonomous University of Barcelona, Barcelona, Spain

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  3. Daniel Lopresti

    1. Lehigh University, Bethlehem, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12116)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: DAS 2020.

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Table of contents (40 papers)

  1. Front Matter

    Pages i-xiv
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  2. Character and Text Recognition

    1. Front Matter

      Pages 1-1
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    2. Maximum Entropy Regularization and Chinese Text Recognition

      • Changxu Cheng, Wuheng Xu, Xiang Bai, Bin Feng, Wenyu Liu
      Pages 3-17

    3. An Improved Convolutional Block Attention Module for Chinese Character Recognition

      • Kai Zhou, Yongsheng Zhou, Rui Zhang, Xiaolin Wei
      Pages 18-29

    4. Adapting OCR with Limited Supervision

      • Deepayan Das, C. V. Jawahar
      Pages 30-44

    5. High Performance Offline Handwritten Chinese Text Recognition with a New Data Preprocessing and Augmentation Pipeline

      • Canyu Xie, Songxuan Lai, Qianying Liao, Lianwen Jin
      Pages 45-59

    6. ALEC: An Accurate, Light and Efficient Network for CAPTCHA Recognition

      • Nan Li, Qianyi Jiang, Qi Song, Rui Zhang, Xiaolin Wei
      Pages 60-73

    7. A Benchmark System for Indian Language Text Recognition

      • Krishna Tulsyan, Nimisha Srivastava, Ajoy Mondal, C. V. Jawahar
      Pages 74-88

    8. Classification of Phonetic Characters by Space-Filling Curves

      • Valentin Owczarek, Jordan Drapeau, Jean-Christophe Burie, Patrick Franco, Mickaël Coustaty, Rémy Mullot et al.
      Pages 89-100

  3. Document Image Processing

    1. Front Matter

      Pages 101-101
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    2. Self-supervised Representation Learning on Document Images

      • Adrian Cosma, Mihai Ghidoveanu, Michael Panaitescu-Liess, Marius Popescu
      Pages 103-117

    3. ACMU-Nets: Attention Cascading Modular U-Nets Incorporating Squeeze and Excitation Blocks

      • Seokjun Kang, Brian Kenji Iwana, Seiichi Uchida
      Pages 118-130

    4. Dewarping Document Image by Displacement Flow Estimation with Fully Convolutional Network

      • Guo-Wang Xie, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu
      Pages 131-144

    5. Building Super-Resolution Image Generator for OCR Accuracy Improvement

      • Xujun Peng, Chao Wang
      Pages 145-160

    6. Faster Glare Detection on Document Images

      • Dmitry Rodin, Andrey Zharkov, Ivan Zagaynov
      Pages 161-167

    7. Camera Captured DIQA with Linearity and Monotonicity Constraints

      • Xujun Peng, Chao Wang
      Pages 168-181

    8. Background Removal of French University Diplomas

      • Tanmoy Mondal, Mickaël Coustaty, Petra Gomez-Krämer, Jean-Marc Ogier
      Pages 182-196

  4. Segmentation and Layout Analysis

    1. Front Matter

      Pages 197-197
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    2. The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images

      • Ángela Casado-García, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
      Pages 199-215

    3. IIIT-AR-13K: A New Dataset for Graphical Object Detection in Documents

      • Ajoy Mondal, Peter Lipps, C. V. Jawahar
      Pages 216-230
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  1. Document Analysis Systems

Keywords

About this book

This book constitutes the refereed proceedings of the 14th IAPR International Workshop on Document Analysis Systems, DAS 2020, held in Wuhan, China, in July 2020.

The 40 full papers presented in this book were carefully reviewed and selected from 57 submissions. The papers are grouped in the following topical sections: character and text recognition; document image processing; segmentation and layout analysis; word embedding and spotting; text detection; and font design and classification.

Due to the Corona pandemic the conference was held as a virtual event .

Editors and Affiliations

  • Huazhong University of Science and Technology, Wuhan, China

    Xiang Bai

  • Autonomous University of Barcelona, Barcelona, Spain

    Dimosthenis Karatzas

  • Lehigh University, Bethlehem, USA

    Daniel Lopresti

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