Presentation

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A Neural Network Model for Efficient Musculoskeletal-driven Skin Deformation
SessionSimulating Deformation
DescriptionWe present a comprehensive neural network pipeline that realistically models soft tissue deformation of animated human characters. This network, trained with layered quasi-static simulation of muscle, fascia, and fat, can effectively replicate musculoskeletal behaviors determined by skeletal kinematics and computed muscle activation.
Authors
Yushan Han
University of California Los Angeles
Epic Games
Yizhou Chen
University of California Los Angeles
Epic Games
Carmichael Ong
Stanford University
Jingyu Chen
University of California Los Angeles
Jennifer Hicks
Stanford University
Joseph Teran
University of California Davis
Epic Games
Event Type
Technical Paper
TimeWednesday, 31 July 20244:35pm - 4:45pm MDT
LocationMile High 4
ACM Digital Library Journal Papers' PDFs
Conference Papers' PDFs
Session Time & Location
Sunday, 28 July 20246:00pm - 8:45pm MDTBluebird Ballroom
Wednesday, 31 July 20243:45pm - 5:15pm MDTMile High 4
Interest Areas
Research & Education
Recordings
Livestreamed
Recorded
Keywords
Animation
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