Machine Learning in Document Analysis and Recognition 2008
Simone Marinai, Hiromichi Fujisawa (Eds.):
Machine Learning in Document Analysis and Recognition.
Studies in Computational Intelligence Vol. 90 Springer 2008, ISBN 978-3-540-76279-9
- Simone Marinai:
Introduction to Document Analysis and Recognition.
1-20
- Abdel Belaïd, Yves Rangoni:
Structure Extraction in Printed Documents Using Neural Approaches.
21-43
- Donato Malerba, Michelangelo Ceci, Margherita Berardi:
Machine Learning for Reading Order Detection in Document Image Understanding.
45-69
- Richard Zanibbi, Dorothea Blostein, James R. Cordy:
Decision-Based Specification and Comparison of Table Recognition Algorithms.
71-103
- Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Machine Learning for Digital Document Processing: from Layout Analysis to Metadata Extraction.
105-138
- Cheng-Lin Liu, Hiromichi Fujisawa:
Classification and Learning Methods for Character Recognition: Advances and Remaining Problems.
139-161
- Stefan Jaeger, Huanfeng Ma, David S. Doermann:
Combining Classifiers with Informational Confidence.
163-191
- Simone Marinai, Emanuele Marino, Giovanni Soda:
Self-Organizing Maps for Clustering in Document Image Analysis.
193-219
- George Nagy, Sriharsha Veeramachaneni:
Adaptive and Interactive Approaches to Document Analysis.
221-257
- Michael Blumenstein:
Cursive Character Segmentation Using Neural Network Techniques.
259-275
- Tatsuhiko Kagehiro, Hiromichi Fujisawa:
Multiple Hypotheses Document Analysis.
277-303
- Sergey Tulyakov, Venu Govindaraju:
Learning Matching Score Dependencies for Classifier Combination.
305-332
- Tamás Varga, Horst Bunke:
Perturbation Models for Generating Synthetic Training Data in Handwriting Recognition.
333-360
- Sergey Tulyakov, Stefan Jaeger, Venu Govindaraju, David S. Doermann:
Review of Classifier Combination Methods.
361-386
- Sargur N. Srihari, Harish Srinivasan, Siyuan Chen, Matthew J. Beal:
Machine Learning for Signature Verification.
387-408
- Andreas Schlapbach, Horst Bunke:
Off-line Writer Identification and Verification Using Gaussian Mixture Models.
409-428
Copyright © Tue Mar 16 01:52:00 2010
by Michael Ley (ley@uni-trier.de)