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14th DAS 2020: Wuhan, China
- Xiang Bai
, Dimosthenis Karatzas
Document Analysis Systems - 14th IAPR International Workshop, DAS 2020, Wuhan, China, July 26-29, 2020, Proceedings. Lecture Notes in Computer Science 12116, Springer 2020, ISBN 978-3-030-57057-6
Character and Text Recognition
- Changxu Cheng, Wuheng Xu, Xiang Bai, Bin Feng, Wenyu Liu:
Maximum Entropy Regularization and Chinese Text Recognition. 3-17 - Kai Zhou, Yongsheng Zhou, Rui Zhang, Xiaolin Wei:
An Improved Convolutional Block Attention Module for Chinese Character Recognition. 18-29 - Deepayan Das, C. V. Jawahar:
Adapting OCR with Limited Supervision. 30-44 - Canyu Xie, Songxuan Lai, Qianying Liao, Lianwen Jin:
High Performance Offline Handwritten Chinese Text Recognition with a New Data Preprocessing and Augmentation Pipeline. 45-59 - Nan Li, Qianyi Jiang, Qi Song, Rui Zhang, Xiaolin Wei:
ALEC: An Accurate, Light and Efficient Network for CAPTCHA Recognition. 60-73 - Krishna Tulsyan, Nimisha Srivastava, Ajoy Mondal, C. V. Jawahar:
A Benchmark System for Indian Language Text Recognition. 74-88 - Valentin Owczarek
Classification of Phonetic Characters by Space-Filling Curves. 89-100
Document Image Processing
- Adrian Cosma, Mihai Ghidoveanu, Michael Panaitescu-Liess, Marius Popescu
Self-supervised Representation Learning on Document Images. 103-117 - Seokjun Kang
ACMU-Nets: Attention Cascading Modular U-Nets Incorporating Squeeze and Excitation Blocks. 118-130 - Guo-Wang Xie, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu:
Dewarping Document Image by Displacement Flow Estimation with Fully Convolutional Network. 131-144 - Xujun Peng, Chao Wang:
Building Super-Resolution Image Generator for OCR Accuracy Improvement. 145-160 - Dmitry Rodin
Faster Glare Detection on Document Images. 161-167 - Xujun Peng, Chao Wang:
Camera Captured DIQA with Linearity and Monotonicity Constraints. 168-181 - Tanmoy Mondal, Mickaël Coustaty, Petra Gomez-Krämer, Jean-Marc Ogier:
Background Removal of French University Diplomas. 182-196
Segmentation and Layout Analysis
- Ángela Casado-García, César Domínguez
The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images. 199-215 - Ajoy Mondal, Peter Lipps, C. V. Jawahar:
IIIT-AR-13K: A New Dataset for Graphical Object Detection in Documents. 216-230 - Xiaohui Li, Fei Yin, Cheng-Lin Liu:
Page Segmentation Using Convolutional Neural Network and Graphical Model. 231-245 - Martin Leipert, Georg Vogeler
The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs. 246-261 - Joris Voerman, Aurélie Joseph, Mickaël Coustaty, Vincent Poulain D'Andecy, Jean-Marc Ogier:
Evaluation of Neural Network Classification Systems on Document Stream. 262-276 - Yekta Said Can, Mustafa Erdem Kabadayi
Computerized Counting of Individuals in Ottoman Population Registers with Deep Learning. 277-290
Word Embedding and Spotting
- Fabian Wolf
Annotation-Free Learning of Deep Representations for Word Spotting Using Synthetic Data and Self Labeling. 293-308 - Siddhant Bansal, Praveen Krishnan, C. V. Jawahar:
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval. 309-323 - Wassim Swaileh
A Named Entity Extraction System for Historical Financial Data. 324-340 - Masaya Ikoma, Brian Kenji Iwana
Effect of Text Color on Word Embeddings. 341-355 - Vasily Loginov
Document Data Extraction System Based on Visual Words Codebook. 356-370 - Anh Duc Le:
Automated Transcription for Pre-modern Japanese Kuzushiji Documents by Random Lines Erasure and Curriculum Training. 371-382 - Florian Westphal
Representative Image Selection for Data Efficient Word Spotting. 383-397 - Khurram Shehzad, Adnan Ul-Hasan, Muhammad Imran Malik, Faisal Shafait:
Named Entity Recognition in Semi Structured Documents Using Neural Tensor Networks. 398-409
Text Detection
- U.-Ram Ko, Hwan-Gue Cho:
SickZil-Machine: A Deep Learning Based Script Text Isolation System for Comics Translation. 413-425 - Shota Sakaguchi, Jun Kato
Lyric Video Analysis Using Text Detection and Tracking. 426-440 - Aleksei Melnikov
Fast and Lightweight Text Line Detection on Historical Documents. 441-450 - Marc Beck, Syed Tahseen Raza Rizvi
From Automatic Keyword Detection to Ontology-Based Topic Modeling. 451-465 - Ayush Mittal, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein, Daniel Lopresti:
A New Context-Based Method for Restoring Occluded Text in Natural Scene Images. 466-480 - Andrey Zharkov
New Benchmarks for Barcode Detection Using Both Synthetic and Real Data. 481-493
Font Design and Classification
- Daichi Haraguchi, Shota Harada, Brian Kenji Iwana
Character-Independent Font Identification. 497-511 - Lokesh Nandanwar
A New Common Points Detection Method for Classification of 2D and 3D Texts in Video/Scene Images. 512-528 - Xinru Zhu
Analysis of Typefaces Designed for Readers with Developmental Dyslexia - Insights from Neural Networks. 529-543 - Gantugs Atarsaikhan
Neural Style Difference Transfer and Its Application to Font Generation. 544-558 - Gaojing Zhou, Lei Wang, Xi Liu, Yongsheng Zhou, Rui Zhang, Xiaolin Wei:
A Method for Scene Text Style Transfer. 559-571 - Simon Jordan, Mathias Seuret, Pavel Král, Ladislav Lenc
Re-Ranking for Writer Identification and Writer Retrieval. 572-586
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