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Published in:
2014 | OriginalPaper | Chapter
Quaternion Support Vector Classifier
Authors : G. López-González, Nancy Arana-Daniel, Eduardo Bayro-Corrochano
Published in: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Publisher: Springer International Publishing
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This paper presents the Quaternion Support Vector Machines for classification as a generalization of the real- and complex- valued Support Vector Machines. In this framework we handle the design of kernels involving the Clifford or quaternion product. The QSVM allows to change the metric involved in the quaternion product. The application section shows experiments in pattern recognition and colour image processing.