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PhD Thesis Proposal - Tianye Li
Tue, Nov 16, 2021 @ 12:30 PM - 01:45 PM
Thomas Lord Department of Computer Science
University Calendar
Date and time:
Nov 16, Tuesday, 12:30pm -“ 1:45pm
Committee members:
Prof. Randall Hill (chair)
Prof. Stefan Scherer
Prof. Andrew Nealen (school of cinematic arts)
Prof. Ramesh Govindan
Prof. Stefanos Nikolaidis
Title: Reconstruction and Synthesis for Dynamic Humans and Scenes
Abstract:
An immersive VR/AR experience requires high-quality capture for the humans in expressions and motions as well as the dynamic environment. Traditional capture methods take multiple time-consuming and error-prone steps, which also require manual adjustments from professional artists. This thesis proposal proposes an effective yet time-efficient framework, ToFu, that produces topologically consistent meshes across facial identities and expressions, three orders of magnitude faster than traditional techniques. ToFu further captures displacement maps for pore-level geometric details and facilitates high-quality rendering in the form of albedo and specular reflectance maps. These high-quality assets are readily usable by production studios for avatar creation, animation, and physically-based skin rendering. We further propose Neural 3D Video Synthesis, a general method to capture humans together with the environments in dynamics.
WebCast Link: https://usc.zoom.us/j/4737050753
Audiences: Everyone Is Invited
Contact: Lizsl De Leon
