E-raamat: Document Analysis and Recognition - ICDAR 2021: 16th International Conference, Lausanne, Switzerland, September 5-10, 2021, Proceedings, Part II

Document Analysis for Literature Search.- Towards Document Panoptic
Segmentation with Pinpoint Accuracy: Method and Evaluation.- A Math Formula
Extraction and Evaluation Framework for PDF Documents.- Toward Automatic
Interpretation of 3D Plots.- Document Summarization and Translation.- Can
Text Summarization Enhance the Headline Stance Detection Task? Benefits and
Drawbacks.- The Biased Coin Flip Process for Nonparametric Topic
Modeling.-CoMSum and SIBERT: A Dataset and Neural Model for Query-Based
Multi-Document Summarization.- RTNet: An End-to-End Method for Handwritten
Text Image Translation.- NTable: A Dataset for Camera-based Table Detection.-
Multimedia document analysis.- Label Selection Algorithm Based on Boolean
Interpolative Decomposition with Sequential Backward Selection for
Multi-label Classification.- GSSF: A Generative Sequence Similarity Function
based on a Seq2Seq model for clustering online handwritten mathematical
answers.- C2VNet: A Deep Learning Framework Towards Comic Strip to
Audio-Visual Scene Synthesis.- LSTMVAEF: Vivid Layout via LSTM-based
Variational Autoencoder Framework.- Mobile Text Recognition.- HCRNN: A Novel
Architecture for Fast Online Handwritten Stroke Classification.- RFDoc:
memory efficient local descriptors for ID documents localization and
classification.- Dynamic Receptive Field Adaptation for Attention-Based Text
Recognition.- Context-Free TextSpotter for Real-Time and Mobile End-to-End
Text Detection and Recognition.- MIDV-LAIT: a challenging dataset for
recognition of IDs with Perso-Arabic, Thai, and Indian scripts,. Determining
optimal frame processing strategies for real-time document recognition
systems.- Document Analysis for Social Good.- Embedded Attributes for
Cuneiform Sign Spotting.- Date Estimation in the Wild of Scanned Historical
Photos: An Image Retrieval Approach.- Two-Step Fine-Tuned Convolutional
Neural Networks for Multi-Label Classification of Children's Drawings.-
DCINN: Deformable Convolution and Inception Based Neural Network for Tattoo
Text Detection through Skin Region.- Sparse Document Analysis using
Beta-Liouville Naive Bayes with Vocabulary Knowledge.- Automatic
Signature-based Writer Identification in Mixed-script Scenarios.- Indexing
and Retrieval of Documents.- Indexing and Retrieval of Documents.- Learning
to Rank Words: Optimizing Ranking Metrics for Word Spotting.- A-VLAD: An
End-to-End Attention-based Neural Network for Writer Identification in
Historical Documents.- Manga-MMTL: multimodal multitask transfer learning for
manga character analysis.- Probabilistic Indexing and Search for Hyphenated
Words.- Physical and Logical Layout Analysis.- SandSlide: Automatic Slideshow
Normalization.- Digital Editions as Distant Supervision for Layout Analysis
of Printed Books.- Palmira: A Deep Deformable Network for Instance
Segmentation of Dense and Uneven Layouts in Handwritten Manuscripts.- Page
Layout Analysis System for Unconstrained Historic Documents.- Improved Graph
Methods for Table Layout Understanding.- Unsupervised learning of text line
segmentation by differentiating coarse patterns.- Recognition of Tables and
Formulas.- Rethinking Table Structure Recognition Using Sequence Labeling
Methods.- TabLeX: A Benchmark Dataset for Structure and Content Information
Extraction from Scientific Tables.- Handwritten Mathematical Expression
Recognition with Bidirectionally Trained Transformer.- TabAug: Data Driven
Augmentation for Enhanced Table Structure Recognition.- An Encoder-Decoder
Approach to Handwritten Mathematical Expression Recognition with Multi-Head
Attention and Stacked Decoder.- Global Context for improving recognition of
Online Handwritten Mathematical Expressions.- Image-based Relation
Classification Approach for Table Structure Recognition.- Image to LaTeX with
Graph Neural Network for Mathematical Formula Recognition.- NLP for Document
Understanding.- A Novel Method for AutomatedSuggestion of Similar Software
Incidents using 2-Stage Filtering: Findings on Primary Data.- Research on
pseudo-label technology for multi-label news classification.- Information
Extraction from Invoices.- Are You Really Complaining? A Multi-task Framework
for Complaint Identification, Emotion and Sentiment Classification.- Going
Full-TILT Boogie on Document Understanding with Text-Image-Layout
Transformer.- Data Centric Domain Adaptation for Historical Text with OCR
Errors.- Temporal Ordering of Events via Deep Neural Networks.- Document
Collection Visual Question Answering.- Dialogue Act Recognition using Visual
Information.- Are End-to-End Systems Really Necessary for NER on Handwritten
Document Images?.- Training Bi-Encoders for Word Sense Disambiguation.-
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information
Extraction.- Consideration of the words neighborhood in GATs for information
extraction in semi-structured documents.