Justin Solomon

justin.solomon@stanford.edu
personal page

Research interests

  • Geometry processing and discrete differential geometry
  • Geometric data processing and machine learning
  • Image processing and computational photography
  • Optimization and numerical methods
  • Computer science education

Recent publications

(All the publications are available on the personal page linked above)
M. Ben-Chen, A. Butscher, J. Solomon, and L. Guibas, On Discrete Killing Vector Fields and Patterns on Surfaces, Proc. Eurographics Symposium on Geometry Processing (SGP) 2010 (Best Paper Award 2nd Place).   
M. Kass and J. Solomon, Smoothed Local Histogram Filters, Proc. SIGGRAPH 2010, no. 100.   
J. Solomon, M. Ben-Chen, A. Butscher, and L. Guibas, Discovery of Intrinsic Primitives on Triangle Meshes, Proc. Eurographics 2011.   
J. Solomon, M. Ben-Chen, A. Butscher, and L. Guibas, As-Killing-As-Possible Vector Fields for Planar Deformation, Symposium on Geometry Processing (2011).   
Maks Ovsjanikov, Mirela Ben-Chen, Justin Solomon, Adrian Butscher and Leonidas Guibas. Functional Maps: A Flexible Representation of Maps Between Shapes. ACM Transactions on Graphics. 31(4), 2012 -- Siggraph 2012.   
J. Solomon, E. Vouga, M. Wardetzky, and E. Grinspun, Flexible Developable Surfaces, Proc. Symposium on Geometry Processing (2012).   
J. Solomon, A. Nguyen, A. Butscher, M. Ben-Chen, and L. Guibas, Soft maps between surfaces, Proc. Symposium on Geometry Processing (2012).   
J. Solomon, L. Guibas, and A. Butscher, Dirichlet energy for analysis and synthesis of soft maps, Proc. Eurographics Symposium on Geometry Processing (2013).   
J. Solomon, K. Crane, A. Butscher, and C. Wojtan, A General Framework for Bilateral and Mean Shift Filtering, ArXiv: 1405.4734 (2014).   
J. Solomon, R. Rustamov, L. Guibas, and A. Butscher, Wasserstein Propagation for Semi-Supervised Learning, Proc. International Conference on Machine Learning (ICML 2014).   
B. Zhu, E. Quigley, M. Cong, J. Solomon, and R. Fedkiw, Codimensional Surface Tension Flow on Simplicial Complexes, Proc. SIGGRAPH (2014).   
J. Solomon, R. Rustamov, L. Guibas, and A. Butscher, Earth Mover’s Distances on Discrete Surfaces, Proc. SIGGRAPH (2014).   
Solomon, Justin, Fernando de Goes, Gabriel Peyré, Marco Cuturi, Adrian Butscher, Andy Nguyen, Tao Du, and Leonidas Guibas. "Convolutional Wasserstein Distances: Efficient Optimal Transportation on Geometric Domains." SIGGRAPH 2015, Los Angeles.