數據科學與工程研究所「數據科學系列演講」

題　目：Strengthen Your Tactical Nous with Computer Vision and Virtual Reality
主講人：胡敏君 副教授 (國立成功大學/資訊工程學系暨研究所)
時   間：2018.12.26(三)15:30-17:20
地   點：本校工程三館115室
摘   要：Tactic training plays a crucial role in basketball offensive plays. With the aid of computer vision technology, we can track the players to detect wide open event and further help the coach to infer the tactics of each team. Moreover, virtual reality (VR) technology can be applied to improve the effectiveness and experience of tactic learning. In this talk, we will introduce a VR training framework, which allows the user to conveniently input target tactic and practice in a high-fidelity circumstance. By the assistance of our VR training system, the user can vividly experience how the tactics are executed by viewing from the specific player's viewing direction. Additionally, tactic movement guidance, action hint of how to offense effectively, and virtual defenders are rendered in our system to make the training more realistic. We designed two experiments and the results showed that players can strengthen their tactical nous and improve the efficiency of tactic training based on the proposed VR training system.