Document Analysis and Recognition - Icdar 2021: 16th International Conference, Lausanne, Switzerland, September 5-10, 2021, Proceedings, Part IV, Lladуs Josep, Lopresti Daniel, Uchida Seiichi
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 M
Описание: ICDAR 2021 Workshop on Machine Learning (WML).- ICDAR 2021 Workshop on Open Services and Tools for Document Analysis (OST).- ICDAR 2021 Workshop on Industrial Applications of Document Analysis and Recognition (WIADAR).- ICDAR 2021 Workshop on Computational Paleography (IWCP).- ICDAR 2021 Workshop on Document Images and Language (DIL).- ICDAR 2021 Workshop on Graph Representation Learning for Scanned Document Analysis (GLESDO).
Extracting Document Semantics.- MiikeMineStamps: A Long-Tailed Dataset of Japanese Stamps via Active Learning.- Deep Learning for Document Layout Generation: A First Reproducible Quantitative Evaluation and a Baseline Model.- Text and Symbol Recognition.- MRD: A Memory Relation Decoder for Online Handwritten Mathematical Expression Recognition.-Full Page Handwriting Recognition via Image to Sequence Extraction.- SPAN: a Simple Predict & Align Network for Handwritten Paragraph Recognition.- IHR-NomDB: The Old Degraded Vietnamese Handwritten Script Archive Database.- Sequence Learning Model for Syllables Recognition Arranged in Two Dimensions.- Transformer for Handwritten Text Recognition using Bidirectional Post-Decoding.- Zero-Shot Chinese Text Recognition via Matching Class Embedding.- Text-conditioned Character Segmentation for CTC-based Text Recognition.-Towards Fast, Accurate and Compact Online Handwritten Chinese Text Recognition.- HCADecoder: A Hybrid CTC-Attention Decoder for Chinese Text Recognition.-Meta-learning of Pooling Layers for Character Recognition.- Document Analysis Systems.- Text-line-up: Don't Worry about the Caret.- Multimodal Attention-based Learning for Imbalanced Corporate Documents Classification.- Light-weight Document Image Cleanup using Perceptual Loss.- Office Automation.- A New Semi-Automatic Annotation Model via Semantic Boundary Estimation for Scene Text Detection.- Searching from the Prediction of Visual and Language Model for Handwritten Chinese Text Recognition.- Towards an IMU-based Pen Online Handwriting Recognizer.- Signature Verification.- 2D vs 3D online writer identification: a comparative study.- A Handwritten Signature Segmentation Approach for Multi-resolution and Complex Documents Acquired by Multiple Sources.- Attention based Multiple Siamese Network for Offline Signature Verification.- Attention to Warp: Deep Metric Learning for Multivariate Time Series.- Document Forensics and Provenance Analysis.- Customizable Camera Verification for Media Forensic.- Density Parameters of Handwriting in Schizophrenia and Affective Disorders Assessed Using the Raygraf Computer Software.- Pen-based Document Analysis.- Language-Independent Bimodal System for Early Parkinson's Disease Detection.-TRACE: A Differentiable Approach to Line-level Stroke Recovery for Offline Handwritten Text.- Segmentation and graph matching for online analysis of student arithmetic operations.- Applying End-to-end Trainable Approach on Stroke Extraction in Handwritten Math Expressions Images.- A Novel Sigma-Lognormal Parameter Extractor for Online Signatures.- Human Document Interaction.- Near-perfect Relation Extraction from Family Books.- Estimating Human Legibility in Historic Manuscript Images - A Baseline.- A Modular and Automated Annotation Platform for Handwritings: Evaluation on Under-resourced Languages.- Reducing the Human Effort in Text Line Segmentation for Historical Documents.- DSCNN: Dimension Separable Convolutional Neural Networks for character recognition based on inertial sensor signal.- Document Synthesis.- DocSynth: A Layout Guided Approach for Controllable Document Image Synthesis.- Font Style that Fits an Image -- Font Generation Based on Image Context.- Bayesian Hyperparameter optimization of Deep Neural Network algorithms based on Ant Colony optimization.- End-to-End Approach for Recognition of Historical Digit Strings.- Generating Synthetic Handwritten Historical Documents With OCR Constrained GANs.- Synthesizing Training Data for Handwritten Music Recognition.- Towards Book Cover Design via Layout Graphs.- Graphics Recognition.- Complete Optical Music Recognition via Agnostic Transcription and Machine Translation.- Improving Machine Understanding of Human Intent in Charts.- DeMatch: Towards Understanding the Panel of Chart Documents.- Sequential Next-Symbol Prediction for Optical Music Recognition.- Whic
Описание: 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.
Описание: The LNCS volume 12878 constitutes the proceedings of the 15th Chinese Conference on Biometric Recognition, held in Shanghai, China, in September 2021.The 53 papers presented in this book were carefully reviewed and selected from 72 submissions. The papers cover a wide range of topics such as multi-modal biometrics and emerging biometrics;
Описание: This two-volume set LNCS 12131 and LNCS 12132 constitutes the refereed proceedings of the 17th International Conference on Image Analysis and Recognition, ICIAR 2020, held in Povoa de Varzim, Portugal, in June 2020. The 54 full papers presented together with 15 short papers were carefully reviewed and selected from 123 submissions.
Описание: International Workshop on Geodesign in Decision Making: meta planning and collaborative design for sustainable and inclusive development (GDM 2021);11th International Workshop on Future Computing System Technologies and Applications (FiSTA 2021);
Описание: This two-volume set LNCS 12131 and LNCS 12132 constitutes the refereed proceedings of the 17th International Conference on Image Analysis and Recognition, ICIAR 2020, held in Povoa de Varzim, Portugal, in June 2020. The 54 full papers presented together with 15 short papers were carefully reviewed and selected from 123 submissions.
Описание: The ten-volume set LNCS 12949 - 12958 constitutes the proceedings of the 21st International Conference on Computational Science and Its Applications, ICCSA 2021, which was held in Cagliari, Italy, during September 13 - 16, 2021.
Описание: This book constitutes the refereed proceedings of the 16th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2021, held in Bilbao, Spain, in September 2021.The 44 full and 11 short papers presented in this book were carefully reviewed and selected from 81 submissions.
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