Document Analysis and Recognition. Icdar 2021 International Workshops: International Workshops of Icdar 2021, Lausanne, Switzerland, September 5-10, 2, Barney Smith Elisa H., Pal Umapada
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.
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: 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: This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic.
Описание: This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic.
This book constitutes the proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, S+SSPR 2020, held in Padua, Italy, in January 2021.
The 35 papers presented in this volume were carefully reviewed and selected from 81 submissions.
The accepted papers cover the major topics of current interest in pattern recognition, including classification and clustering, deep learning, structural matching and graph-theoretic methods, and multimedia analysis and understanding.
Описание: This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic.
Описание: This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic.
Описание: This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic.
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 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic.
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