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Application of Directional Statistics to Classification of Three-Channel Colour Images
Kaori Tanji, Hayato Itoh, Atsushi Imiya
60 - 69
10.3233/978-1-61499-929-4-60
Frontiers in Artificial Intelligence and Applications
Volume 310: Applications of Intelligent Systems
Abstract

We extend the histogram of oriented gradient method to three-channel images which are captured by commercial RGB cameras. Firstly, we reformulate the oriented gradients (HoG) method from the viewpoints of gradient-based image pattern recognition and the directional statistics. Secondly, we develop operations for unification of three directional histograms constructed in channels of colour images.

$35.00 / €27.50 / £22.00
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