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This paper presents a learning-based method for recognizing chess pieces from depth information. The proposed method is integrated in a recreational robotic system that is designed to play games of chess against humans. The robot has two arms and an Ensenso N35 Stereo 3D camera. Our goal is to provide the robot visual intelligence so that it can identify the chess pieces on the chessboard using the...
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