Skip to main content
SpringerLink
Log in
Book cover

Document Analysis and Recognition – ICDAR 2021

16th International Conference, Lausanne, Switzerland, September 5–10, 2021, Proceedings, Part II

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Josep Lladós

    1. Universitat Autònoma de Barcelona, Barcelona, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Daniel Lopresti

    1. Lehigh University, Bethlehem, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Seiichi Uchida

    1. Kyushu University, Fukuoka-shi, Japan

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12822)

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

Included in the following conference series:

Conference proceedings info: ICDAR 2021.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (55 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Document Analysis for Literature Search

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Towards Document Panoptic Segmentation with Pinpoint Accuracy: Method and Evaluation

      • Rongyu Cao, Hongwei Li, Ganbin Zhou, Ping Luo
      Pages 3-18

    3. A Math Formula Extraction and Evaluation Framework for PDF Documents

      • Ayush Kumar Shah, Abhisek Dey, Richard Zanibbi
      Pages 19-34

    4. Toward Automatic Interpretation of 3D Plots

      • Laura E. Brandt, William T. Freeman
      Pages 35-50

  3. Document Summarization and Translation

    1. Front Matter

      Pages 51-51
      Download chapter PDF

    2. Can Text Summarization Enhance the Headline Stance Detection Task? Benefits and Drawbacks

      • Marta Vicente, Robiert Sepúlveda-Torrres, Cristina Barros, Estela Saquete, Elena Lloret
      Pages 53-67

    3. The Biased Coin Flip Process for Nonparametric Topic Modeling

      • Justin Wood, Wei Wang, Corey Arnold
      Pages 68-83

    4. CoMSum and SIBERT: A Dataset and Neural Model for Query-Based Multi-document Summarization

      • Sayali Kulkarni, Sheide Chammas, Wan Zhu, Fei Sha, Eugene Ie
      Pages 84-98

    5. RTNet: An End-to-End Method for Handwritten Text Image Translation

      • Tonghua Su, Shuchen Liu, Shengjie Zhou
      Pages 99-113

  4. Multimedia Document Analysis

    1. Front Matter

      Pages 115-115
      Download chapter PDF

    2. NTable: A Dataset for Camera-Based Table Detection

      • Ziyi Zhu, Liangcai Gao, Yibo Li, Yilun Huang, Lin Du, Ning Lu et al.
      Pages 117-129

    3. Label Selection Algorithm Based on Boolean Interpolative Decomposition with Sequential Backward Selection for Multi-label Classification

      • Tianqi Ji, Jun Li, Jianhua Xu
      Pages 130-144

    4. GSSF: A Generative Sequence Similarity Function Based on a Seq2Seq Model for Clustering Online Handwritten Mathematical Answers

      • Huy Quang Ung, Cuong Tuan Nguyen, Hung Tuan Nguyen, Masaki Nakagawa
      Pages 145-159

    5. C2VNet: A Deep Learning Framework Towards Comic Strip to Audio-Visual Scene Synthesis

      • Vaibhavi Gupta, Vinay Detani, Vivek Khokar, Chiranjoy Chattopadhyay
      Pages 160-175

    6. LSTMVAEF: Vivid Layout via LSTM-Based Variational Autoencoder Framework

      • Jie He, Xingjiao Wu, Wenxin Hu, Jing Yang
      Pages 176-189

  5. Mobile Text Recognition

    1. Front Matter

      Pages 191-191
      Download chapter PDF

    2. HCRNN: A Novel Architecture for Fast Online Handwritten Stroke Classification

      • Andrii Grygoriev, Illya Degtyarenko, Ivan Deriuga, Serhii Polotskyi, Volodymyr Melnyk, Dmytro Zakharchuk et al.
      Pages 193-208

    3. RFDoc: Memory Efficient Local Descriptors for ID Documents Localization and Classification

      • Daniil Matalov, Elena Limonova, Natalya Skoryukina, Vladimir V. Arlazarov
      Pages 209-224

    4. Dynamic Receptive Field Adaptation for Attention-Based Text Recognition

      • Haibo Qin, Chun Yang, Xiaobin Zhu, Xucheng Yin
      Pages 225-239
Back to top

Other volumes

  1. Document Analysis and Recognition – ICDAR 2021

  2. Document Analysis and Recognition – ICDAR 2021

  3. Document Analysis and Recognition – ICDAR 2021

  4. Document Analysis and Recognition – ICDAR 2021

  5. Document Analysis and Recognition – ICDAR 2021 Workshops

  6. Document Analysis and Recognition – ICDAR 2021 Workshops

Keywords

About this book

This four-volume set of LNCS 12821, LNCS 12822, LNCS 12823 and LNCS 12824, constitutes the refereed proceedings of the 16th International Conference on Document Analysis and Recognition, ICDAR 2021, held in Lausanne, Switzerland in September 2021. The 182 full papers were carefully reviewed and selected from 340 submissions, and are presented with 13 competition reports.

The papers are organized into the following topical sections: document analysis for literature search, document summarization and translation, multimedia document analysis, mobile text recognition, document analysis for social good, indexing and retrieval of documents, physical and logical layout analysis, recognition of tables and formulas, and natural language processing (NLP) for document understanding.

Editors and Affiliations

  • Universitat Autònoma de Barcelona, Barcelona, Spain

    Josep Lladós

  • Lehigh University, Bethlehem, USA

    Daniel Lopresti

  • Kyushu University, Fukuoka-shi, Japan

    Seiichi Uchida

Bibliographic Information

Publish with us

Policies and ethics

Societies and partnerships

Back to top

Search

Navigation