BEGIN:VCALENDAR VERSION:2.0 PRODID:Linklings LLC BEGIN:VTIMEZONE TZID:Asia/Tokyo X-LIC-LOCATION:Asia/Tokyo BEGIN:STANDARD TZOFFSETFROM:+0900 TZOFFSETTO:+0900 TZNAME:JST DTSTART:18871231T000000 END:STANDARD END:VTIMEZONE BEGIN:VEVENT DTSTAMP:20250110T023303Z LOCATION:Lobby Gallery (1) & (2)\, G Block\, Level B1 DTSTART;TZID=Asia/Tokyo:20241203T090000 DTEND;TZID=Asia/Tokyo:20241203T180000 UID:siggraphasia_SIGGRAPH Asia 2024_sess195_pos_375@linklings.com SUMMARY:Neural Clustering for Prefractured Mesh Generation in Real-time Ob ject Destruction DESCRIPTION:Poster\n\nSeunghwan Kim, Sunha Park, and Seungkyu Lee (Kyung H ee University)\n\nPrefracture method is a practical implementation for rea l-time object destruction that is hardly achievable within performance con straints, but can produce unrealistic results due to its heuristic nature. We approach the clustering of prefractured mesh generation as an unordere d segmentation on point cloud data, and propose leveraging the deep neural network trained on a physics-based dataset, identifying the structural we akness of object that have been limited.\n\nRegistration Category: Enhance d Access, Exhibit & Experience Access, Experience Hall Exhibitor, Full Acc ess, Full Access Supporter, Trade Exhibitor URL:https://asia.siggraph.org/2024/program/?id=pos_375&sess=sess195 END:VEVENT END:VCALENDAR