IEEE - Institute of Electrical and Electronics Engineers, Inc. - Evaluation of SVM, MLP and GMM Classifiers for Layout Analysis of Historical Documents

2013 12th International Conference on Document Analysis and Recognition (ICDAR)

Author(s): Hao Wei ; Micheal Baechler ; Fouad Slimane ; Rolf Ingold
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2013
Conference Location: Washington, DC, USA
Conference Date: 25 August 2013
Page(s): 1,220 - 1,224
ISBN (Electronic): 978-0-7695-4999-6
ISSN (Paper): 1520-5363
DOI: 10.1109/ICDAR.2013.247
Regular:

This paper presents a comparison between three classifiers based on Support Vector Machines, Multi-Layer Perceptrons and Gaussian Mixture Models respectively to detect physical structure of... View More

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