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Frontiers in Handwriting Recognition

18th International Conference, ICFHR 2022, Hyderabad, India, December 4–7, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Utkarsh Porwal

    1. Walmart Inc., Hoboken, USA

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    You can also search for this editor in PubMed   Google Scholar

  2. Alicia Fornés

    1. Universitat Autònoma de Barcelona, Barcelona, Spain

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    You can also search for this editor in PubMed   Google Scholar

  3. Faisal Shafait

    1. National University of Sciences and Technology (NUST), Islamabad, Pakistan

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13639)

Included in the following conference series:

Conference proceedings info: ICFHR 2022.

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Table of contents (37 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Historical Document Processing

    1. Front Matter

      Pages 1-1
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    2. A Few Shot Multi-representation Approach for N-Gram Spotting in Historical Manuscripts

      • Giuseppe De Gregorio, Sanket Biswas, Mohamed Ali Souibgui, Asma Bensalah, Josep Lladós, Alicia Fornés et al.
      Pages 3-17

    3. Text Edges Guided Network for Historical Document Super Resolution

      • Boraq Madi, Reem Alaasam, Jihad El-Sana
      Pages 18-33

    4. CurT: End-to-End Text Line Detection in Historical Documents with Transformers

      • Benjamin Kiessling
      Pages 34-48

    5. Date Recognition in Historical Parish Records

      • Laura Cabello Piqueras, Constanza Fierro, Jonas F. Lotz, Phillip Rust, Joen Rommedahl, Jeppe Klok Due et al.
      Pages 49-64

    6. Improving Isolated Glyph Classification Task for Palm Leaf Manuscripts

      • Nimol Thuon, Jun Du, Jianshu Zhang
      Pages 65-79

  3. Signature Verification and Writer Identification

    1. Front Matter

      Pages 81-81
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    2. Impact of Type of Convolution Operation on Performance of Convolutional Neural Networks for Online Signature Verification

      • Chandra Sekhar Vorugunti, Balasubramanian Subramanian, Avinash Gautam, Viswanath Pulabaigari
      Pages 83-97

    3. COMPOSV++: Light Weight Online Signature Verification Framework Through Compound Feature Extraction and Few-Shot Learning

      • Chandra Sekhar Vorugunti, Balasubramanian Subramanian, Prerana Mukherjee, Avinash Gautam
      Pages 98-111

    4. Finger-Touch Direction Feature Using a Frequency Distribution in the Writer Verification Base on Finger-Writing of a Simple Symbol

      • Isao Nakanishi, Masaya Yamazaki, Takahiro Horiuchi
      Pages 112-121

    5. Self-supervised Vision Transformers with Data Augmentation Strategies Using Morphological Operations for Writer Retrieval

      • Marco Peer, Florian Kleber, Robert Sablatnig
      Pages 122-136

    6. EAU-Net: A New Edge-Attention Based U-Net for Nationality Identification

      • Aritro Pal Choudhury, Palaiahnakote Shivakumara, Umapada Pal, Cheng-Lin Liu
      Pages 137-152

    7. Progressive Multitask Learning Network for Online Chinese Signature Segmentation and Recognition

      • Xunhui Qin, Hanyue Zhang, Xiao Ke, Zhonghao Shen, Songmao Qi, Ke Liu
      Pages 153-167

  4. Symbol and Graphics Recognition

    1. Front Matter

      Pages 169-169
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    2. Musigraph: Optical Music Recognition Through Object Detection and Graph Neural Network

      • Arnau Baró, Pau Riba, Alicia Fornés
      Pages 171-184

    3. Combining CNN and Transformer as Encoder to Improve End-to-End Handwritten Mathematical Expression Recognition Accuracy

      • Zhang Zhang, Yibo Zhang
      Pages 185-197

    4. A Vision Transformer Based Scene Text Recognizer with Multi-grained Encoding and Decoding

      • Zhi Qiao, Zhilong Ji, Ye Yuan, Jinfeng Bai
      Pages 198-212

    5. Spatial Attention and Syntax Rule Enhanced Tree Decoder for Offline Handwritten Mathematical Expression Recognition

      • Zihao Lin, Jinrong Li, Fan Yang, Shuangping Huang, Xu Yang, Jianmin Lin et al.
      Pages 213-227

  5. Handwriting Recognition and Understanding

    1. Front Matter

      Pages 229-229
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  1. Frontiers in Handwriting Recognition

Keywords

About this book

This book constitutes the refereed proceedings of the 18th International Conference on Frontiers in Handwriting Recognition, ICFHR 2022, which took place in Hyderabad, India, during December 4-7, 2022.

The 36 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 61 submissions. The contributions were organized in topical sections as follows: Historical Document Processing; Signature Verification and Writer Identification; Symbol and Graphics Recognition; Handwriting Recognition and Understanding; Handwriting Datasets and Synthetic Handwriting Generation; Document Analysis and Processing.





Editors and Affiliations

  • Walmart Inc., Hoboken, USA

    Utkarsh Porwal

  • Universitat Autònoma de Barcelona, Barcelona, Spain

    Alicia Fornés

  • National University of Sciences and Technology (NUST), Islamabad, Pakistan

    Faisal Shafait

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