Jihun Ham

A kernel view of the dimensionality reduction of manifolds

Jihun Ham, Daniel D. Lee, Sebastian Mika et al. · 2004 · 538 citations

Engineering, Manifold Learning, Data Science +8

Semisupervised alignment of manifolds.

Jihun Ham, Daniel D. Lee, Lawrence K. Saul · International Conference on Artificial Intelligence and Statistics · 2005 · 254 citations

Semisupervised Learning Algorithms, Engineering, Machine Learning +16

Learning nonlinear appearance manifolds for robot localization

Jihun Ham, Yuanqing Lin, D.D. Lee · 2005 · 27 citations

Engineering, Machine Learning, Human Pose Estimation +19

Learning a manifold-constrained map between image sets: applications to matching and pose estimation

Jihun Ham, Ikkjin Ahn, D. Lee · 2006 · 24 citations

Engineering, Machine Learning, Biometrics +19

Cooperative relative robot localization with audible acoustic sensing

Yiting Lin, Paul Vernaza, Jihun Ham et al. · 2005 · 20 citations

Audible Acoustic Sensing, Engineering, Location Estimation +17