ビリヤード初級者支援システムにおけるSVMによるテーブル上の球の識別
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概要
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Billiards is an indoor sport which is enjoyed by a wide range of players. A beginner player of billiards hardly makes his/her shot successful. This is the reason why he/she hardly keeps being interested in the billiards. The purpose of our work is to develop an instruction system for billiards beginners by using a projector-camera system. First of all. the system needs to detect and identify each ball accurately. In this paper, we describe our method detecting and identifying each ball from the camera image captured above the billiards table. The method with only color information cannot distinguish between No.1 ball and No.9 ball. Because No.1 ball is a yellow ball and No.9 ball is a yellow striped ball. We have used the Support Vector Machine to distinguish them. The accuracy of our method is more than 97%.
- 2013-10-31