
Justin Solomon
VerifiedMassachusetts Institute of Technology · Electrical Engineering & Computer Science
Active 1973–2024
Research topics
- Artificial Intelligence
- Computer Science
- Geology
- Mathematics
- Mathematical analysis
- Geometry
- Acoustics
- Computer graphics (images)
- Physics
- Algorithm
- Pure mathematics
Selected publications
Octahedral Frames for Feature-Aligned Cross Fields
ACM Transactions on Graphics · 2020 · 22 citations
Senior authorCorresponding- Computer Science
- Artificial Intelligence
- Computer Science
We present a method for designing smooth cross fields on surfaces that automatically align to sharp features of an underlying geometry. Our approach introduces a novel class of energies based on a representation of cross fields in the spherical harmonic basis. We provide theoretical analysis of these energies in the smooth setting, showing that they penalize deviations from surface creases while otherwise promoting intrinsically smooth fields. We demonstrate the applicability of our method to quad meshing and include an extensive benchmark comparing our fields to other automatic approaches for generating feature-aligned cross fields on triangle meshes.
Recent grants
PostDoctoral Research Fellowship
NSF · $150k · 2015–2019
BIGDATA:F: Statistical and Computational Optimal Transport for Geometric Data Analysis
NSF · $1.0M · 2018–2023
Frequent coauthors
- 260 shared
Richard Barnes
Lawrence Berkeley National Laboratory
- 29 shared
Zachary Schutzman
- 27 shared
Nestor Guillen
- 26 shared
Tara Abrishami
Universität Hamburg
- 26 shared
Thomas Weighill
- 26 shared
Si Wu
Princeton University
- 23 shared
Daryl DeFord
- 22 shared
Mikhail Yurochkin
Education
- 2015
PhD, Computer Science
Stanford University
- 2012
MS, Computer Science
Stanford University
- 2010
BS, Mathematics
Stanford University
- 2010
BS, Computer Science
Stanford University
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