IEEE - Institute of Electrical and Electronics Engineers, Inc. - Preselection of support vector candidates by relative neighborhood graph for large-scale character recognition

2015 13th International Conference on Document Analysis and Recognition (ICDAR)

Author(s): Masanori Goto ; Ryosuke Ishida ; Seiichi Uchida
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2015
Conference Location: Tunis, Tunisia
Conference Date: 23 August 2015
Page(s): 306 - 310
ISBN (Electronic): 978-1-4799-1805-8
ISBN (USB): 978-1-4799-1804-1
DOI: 10.1109/ICDAR.2015.7333773
Regular:

We propose a pre-selection method for training support vector machines (SVM) with a large-scale dataset. Specifically, the proposed method selects patterns around the class boundary and the... View More

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