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The purpose of the study is to investigate the pedagogical potentials of plane-detection augmented reality (AR) for learning geometry. The plane-detection AR can allow students to make 3D shapes in real-world contexts and to foster an understanding of mathematical concepts inherent with geometric shapes. Based on the pedagogical potentials discussed, we propose a mobile plane-detection AR application developed and a pilot study design.