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16th ICDAR 2021: Lausanne, Switzerland - Part III
- Josep Lladós
, Daniel Lopresti
16th International Conference on Document Analysis and Recognition, ICDAR 2021, Lausanne, Switzerland, September 5-10, 2021, Proceedings, Part III. Lecture Notes in Computer Science 12823, Springer 2021, ISBN 978-3-030-86333-3
Extracting Document Semantics
- Paola A. Buitrago
MiikeMineStamps: A Long-Tailed Dataset of Japanese Stamps via Active Learning. 3-19 - Romain Carletto, Hubert Cardot, Nicolas Ragot
Deep Learning for Document Layout Generation: A First Reproducible Quantitative Evaluation and a Baseline Model. 20-35
Text and Symbol Recognition
- Jiaming Wang, Qing Wang, Jun Du, Jianshu Zhang, Bin Wang, Bo Ren:
MRD: A Memory Relation Decoder for Online Handwritten Mathematical Expression Recognition. 39-54 - Sumeet S. Singh
Full Page Handwriting Recognition via Image to Sequence Extraction. 55-69 - Denis Coquenet
SPAN: A Simple Predict & Align Network for Handwritten Paragraph Recognition. 70-84 - Manh-Tu Vu, Van Linh Le, Marie Beurton-Aimar
IHR-NomDB: The Old Degraded Vietnamese Handwritten Script Archive Database. 85-99 - Valerii Dziubliuk
Sequence Learning Model for Syllables Recognition Arranged in Two Dimensions. 100-111 - Christoph Wick
Transformer for Handwritten Text Recognition Using Bidirectional Post-decoding. 112-126 - Yuhao Huang, Lianwen Jin, Dezhi Peng:
Zero-Shot Chinese Text Recognition via Matching Class Embedding. 127-141 - Ryohei Tanaka, Kunio Osada, Akio Furuhata:
Text-Conditioned Character Segmentation for CTC-Based Text Recognition. 142-156 - Dezhi Peng, Canyu Xie, Hongliang Li, Lianwen Jin, Zecheng Xie, Kai Ding, Yichao Huang, Yaqiang Wu:
Towards Fast, Accurate and Compact Online Handwritten Chinese Text Recognition. 157-171 - Siqi Cai
HCADecoder: A Hybrid CTC-Attention Decoder for Chinese Text Recognition. 172-187 - Takato Otsuzuki, Heon Song, Seiichi Uchida
Meta-learning of Pooling Layers for Character Recognition. 188-203
Document Analysis Systems
- Chandranath Adak, Bidyut B. Chaudhuri, Chin-Teng Lin
Text-line-up: Don't Worry About the Caret. 207-222 - Ibrahim Souleiman Mahamoud, Joris Voerman, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D'Andecy, Jean-Marc Ogier:
Multimodal Attention-Based Learning for Imbalanced Corporate Documents Classification. 223-237 - Soumyadeep Dey, Pratik Jawanpuria:
Light-Weight Document Image Cleanup Using Perceptual Loss. 238-253
Office Automation
- Zhenzhou Zhuang, Zonghao Liu, Kin-Man Lam, Shuangping Huang, Gang Dai:
A New Semi-automatic Annotation Model via Semantic Boundary Estimation for Scene Text Detection. 257-273 - Brian Liu, Weicong Sun, Wenjing Kang, Xianchao Xu:
Searching from the Prediction of Visual and Language Model for Handwritten Chinese Text Recognition. 274-288 - Mohamad Wehbi
Towards an IMU-based Pen Online Handwriting Recognizer. 289-303
Signature Verification
- Antonio Parziale
2D vs 3D Online Writer Identification: A Comparative Study. 307-321 - Celso A. M. Lopes Junior
A Handwritten Signature Segmentation Approach for Multi-resolution and Complex Documents Acquired by Multiple Sources. 322-336 - Yu-Jie Xiong
Attention Based Multiple Siamese Network for Offline Signature Verification. 337-349 - Shinnosuke Matsuo, Xiaomeng Wu
Attention to Warp: Deep Metric Learning for Multivariate Time Series. 350-365
Document Forensics and Provenance Analysis
- Huaigu Cao, Wael AbdAlmageed:
Customizable Camera Verification for Media Forensic. 369-379 - Barbara Gawda
Density Parameters of Handwriting in Schizophrenia and Affective Disorders Assessed Using the Raygraf Computer Software. 380-394
Pen-Based Document Analysis
- Catherine Taleb
Language-Independent Bimodal System for Early Parkinson's Disease Detection. 397-413 - Taylor Archibald
TRACE: A Differentiable Approach to Line-Level Stroke Recovery for Offline Handwritten Text. 414-429 - Arnaud Lods
Segmentation and Graph Matching for Online Analysis of Student Arithmetic Operations. 430-444 - Elmokhtar Mohamed Moussa
Applying End-to-End Trainable Approach on Stroke Extraction in Handwritten Math Expressions Images. 445-458 - Jianhuan Huang
A Novel Sigma-Lognormal Parameter Extractor for Online Signatures. 459-473
Human Document Interaction
- George Nagy
Near-Perfect Relation Extraction from Family Books. 477-491 - Simon Brenner
Estimating Human Legibility in Historic Manuscript Images - A Baseline. 492-506 - Chahan Vidal-Gorène
A Modular and Automated Annotation Platform for Handwritings: Evaluation on Under-Resourced Languages. 507-522 - Emilio Granell
Reducing the Human Effort in Text Line Segmentation for Historical Documents. 523-537 - Fan Peng, Zhendong Zhuang, Yang Xue:
DSCNN: Dimension Separable Convolutional Neural Networks for Character Recognition Based on Inertial Sensor Signal. 538-552
Document Synthesis
- Sanket Biswas
DocSynth: A Layout Guided Approach for Controllable Document Image Synthesis. 555-568 - Taiga Miyazono, Brian Kenji Iwana
Font Style that Fits an Image - Font Generation Based on Image Context. 569-584 - Sinda Jlassi, Imen Jdey
Bayesian Hyperparameter Optimization of Deep Neural Network Algorithms Based on Ant Colony Optimization. 585-594 - Mengqiao Zhao, Andre Gustavo Hochuli
End-to-End Approach for Recognition of Historical Digit Strings. 595-609 - Lars Vögtlin, Manuel Drazyk, Vinaychandran Pondenkandath, Michele Alberti, Rolf Ingold:
Generating Synthetic Handwritten Historical Documents with OCR Constrained GANs. 610-625 - Jirí Mayer
Synthesizing Training Data for Handwritten Music Recognition. 626-641 - Wensheng Zhang, Yan Zheng
Towards Book Cover Design via Layout Graphs. 642-657
Graphics Recognition
- Antonio Ríos-Vila
Complete Optical Music Recognition via Agnostic Transcription and Machine Translation. 661-675 - Sihang Wu
Improving Machine Understanding of Human Intent in Charts. 676-691 - Hesuo Zhang, Weihong Ma, Lianwen Jin, Yichao Huang, Kai Ding, Yaqiang Wu:
DeMatch: Towards Understanding the Panel of Chart Documents. 692-707 - Enrique Mas-Candela, María Alfaro-Contreras
Sequential Next-Symbol Prediction for Optical Music Recognition. 708-722 - Masaya Ueda, Akisato Kimura, Seiichi Uchida
Which Parts Determine the Impression of the Font? 723-738 - Seiya Matsuda, Akisato Kimura, Seiichi Uchida
Impressions2Font: Generating Fonts by Specifying Impressions. 739-754
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