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Document Analysis Systems

7th International Workshop, Das 2006, Nelson, New Zealand, February 13-15, 2006, Proceedings: No. 7 (Lecture Notes in Computer Science / Image Processing, Computer Vision, Pattern Recognition, and Graphics)

By Horst Bunke (Volume editor), A. Lawrence Spitz (Volume editor)

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Format: Paperback / softback, 650 pages
Other Information: Illustrations
Published In: Germany, 26 January 2006
This book constitutes the refereed proceedings of the 7th International Conference on Document Analysis Systems, DAS 2006, held in Nelson, New Zealand, in February 2006. The 33 revised full papers and 22 poster papers presented were carefully reviewed and selected from 78 submissions. The papers are organized in topical sections on digital libraries, image processing, handwriting, document structure and format, tables, language and script identification, systems and performance evaluation, and retrieval and segmentation.

Table of Contents

Session 1: Digital Libraries.- Retrieval from Document Image Collections.- A Semi-automatic Adaptive OCR for Digital Libraries.- Session 2: Image Processing.- Contribution to the Discrimination of the Medieval Manuscript Texts: Application in the Palaeography.- Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique.- Networked Document Imaging with Normalization and Optimization.- Gray-Scale Thinning Algorithm Using Local Min/Max Operations.- Session 3: Handwriting 1.- Automated Scoring of Handwritten Essays Based on Latent Semantic Analysis.- Aligning Transcripts to Automatically Segmented Handwritten Manuscripts.- Virtual Example Synthesis Based on PCA for Off-Line Handwritten Character Recognition.- Extraction of Handwritten Text from Carbon Copy Medical Form Images.- Session 4: Document Structure and Format.- Document Logical Structure Analysis Based on Perceptive Cycles.- A System for Converting PDF Documents into Structured XML Format.- XCDF: A Canonical and Structured Document Format.- Structural Analysis of Mathematical Formulae with Verification Based on Formula Description Grammar.- Session 5: Tables.- Notes on Contemporary Table Recognition.- Handwritten Artefact Identification Method for Table Interpretation with Little Use of Previous Knowledge.- Session 6: Handwriting 2.- Writer Identification for Smart Meeting Room Systems.- Extraction and Analysis of Document Examiner Features from Vector Skeletons of Grapheme `th'.- Segmentation of On-Line Handwritten Japanese Text Using SVM for Improving Text Recognition.- Application of Bi-gram Driven Chinese Handwritten Character Segmentation for an Address Reading System.- Session 7: Language and Script Identification.- Language Identification in Degraded and Distorted Document Images.- Bangla/English Script Identification Based on Analysis of Connected Component Profiles.- Script Identification from Indian Documents.- Finding the Best-Fit Bounding-Boxes.- Session 9: Systems and Performance Evaluation.- Towards Versatile Document Analysis Systems.- Exploratory Analysis System for Semi-structured Engineering Logs.- Ground Truth for Layout Analysis Performance Evaluation.- On Benchmarking of Invoice Analysis Systems.- Semi-automatic Ground Truth Generation for Chart Image Recognition.- Session 10: Retrieval and Segmentation.- Efficient Word Retrieval by Means of SOM Clustering and PCA.- The Effects of OCR Error on the Extraction of Private Information.- Combining Multiple Classifiers for Faster Optical Character Recognition.- Performance Comparison of Six Algorithms for Page Segmentation.- Posters.- HVS Inspired System for Script Identification in Indian Multi-script Documents.- A Shared Fragments Analysis System for Large Collections of Web Pages.- Offline Handwritten Arabic Character Segmentation with Probabilistic Model.- Automatic Keyword Extraction from Historical Document Images.- Digitizing a Million Books: Challenges for Document Analysis.- Toward File Consolidation by Document Categorization.- Finding Hidden Semantics of Text Tables.- Reconstruction of Orthogonal Polygonal Lines.- A Multiclass Classification Framework for Document Categorization.- The Restoration of Camera Documents Through Image Segmentation.- Cut Digits Classification with k-NN Multi-specialist.- The Impact of OCR Accuracy and Feature Transformation on Automatic Text Classification.- A Method for Symbol Spotting in Graphical Documents.- Groove Extraction of Phonographic Records.- Use of Affine Invariants in Locally Likely Arrangement Hashing for Camera-Based Document Image Retrieval.- Robust Chinese Character Recognition by Selection of Binary-Based and Grayscale-Based Classifier.- Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail Documents.- Performance Evaluation of Text Detection and Tracking in Video.- Document Analysis System for Automating Workflows.- Automatic Assembling of Cadastral Maps Based on Generalized Hough Transformation.- A Few Steps Towards On-the-Fly Symbol Recognition with Relevance Feedback.- The Fuzzy-Spatial Descriptor for the Online Graphic Recognition: Overlapping Matrix Algorithm.

EAN: 9783540321408
ISBN: 3540321403
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Dimensions: 23.39 x 15.6 x 3.48 centimetres (0.90 kg)
Age Range: 15+ years
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