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Document Analysis Systems

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Cover of 'Document Analysis Systems'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Maximum Entropy Regularization and Chinese Text Recognition
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    Chapter 2 An Improved Convolutional Block Attention Module for Chinese Character Recognition
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    Chapter 3 Adapting OCR with Limited Supervision
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    Chapter 4 High Performance Offline Handwritten Chinese Text Recognition with a New Data Preprocessing and Augmentation Pipeline
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    Chapter 5 ALEC: An Accurate, Light and Efficient Network for CAPTCHA Recognition
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    Chapter 6 A Benchmark System for Indian Language Text Recognition
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    Chapter 7 Classification of Phonetic Characters by Space-Filling Curves
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    Chapter 8 Self-supervised Representation Learning on Document Images
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    Chapter 9 ACMU-Nets: Attention Cascading Modular U-Nets Incorporating Squeeze and Excitation Blocks
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    Chapter 10 Dewarping Document Image by Displacement Flow Estimation with Fully Convolutional Network
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    Chapter 11 Building Super-Resolution Image Generator for OCR Accuracy Improvement
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    Chapter 12 Faster Glare Detection on Document Images
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    Chapter 13 Camera Captured DIQA with Linearity and Monotonicity Constraints
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    Chapter 14 Background Removal of French University Diplomas
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    Chapter 15 The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images
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    Chapter 16 IIIT-AR-13K: A New Dataset for Graphical Object Detection in Documents
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    Chapter 17 Page Segmentation Using Convolutional Neural Network and Graphical Model
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    Chapter 18 The Notary in the Haystack – Countering Class Imbalance in Document Processing with CNNs
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    Chapter 19 Evaluation of Neural Network Classification Systems on Document Stream
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    Chapter 20 Computerized Counting of Individuals in Ottoman Population Registers with Deep Learning
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    Chapter 21 Annotation-Free Learning of Deep Representations for Word Spotting Using Synthetic Data and Self Labeling
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    Chapter 22 Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval
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    Chapter 23 A Named Entity Extraction System for Historical Financial Data
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    Chapter 24 Effect of Text Color on Word Embeddings
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    Chapter 25 Document Data Extraction System Based on Visual Words Codebook
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    Chapter 26 Automated Transcription for Pre-modern Japanese Kuzushiji Documents by Random Lines Erasure and Curriculum Training
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    Chapter 27 Representative Image Selection for Data Efficient Word Spotting
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    Chapter 28 Named Entity Recognition in Semi Structured Documents Using Neural Tensor Networks
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    Chapter 29 SickZil-Machine: A Deep Learning Based Script Text Isolation System for Comics Translation
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    Chapter 30 Lyric Video Analysis Using Text Detection and Tracking
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    Chapter 31 Fast and Lightweight Text Line Detection on Historical Documents
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    Chapter 32 From Automatic Keyword Detection to Ontology-Based Topic Modeling
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    Chapter 33 A New Context-Based Method for Restoring Occluded Text in Natural Scene Images
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    Chapter 34 New Benchmarks for Barcode Detection Using Both Synthetic and Real Data
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    Chapter 35 Character-Independent Font Identification
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    Chapter 36 A New Common Points Detection Method for Classification of 2D and 3D Texts in Video/Scene Images
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    Chapter 37 Analysis of Typefaces Designed for Readers with Developmental Dyslexia
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    Chapter 38 Neural Style Difference Transfer and Its Application to Font Generation
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    Chapter 39 A Method for Scene Text Style Transfer
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    Chapter 40 Re-Ranking for Writer Identification and Writer Retrieval
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Title
Document Analysis Systems
Published by
Springer International Publishing, October 2020
DOI 10.1007/978-3-030-57058-3
ISBNs
978-3-03-057057-6, 978-3-03-057058-3
Editors

Bai, Xiang, Karatzas, Dimosthenis, Lopresti, Daniel