2 papers
stat.AP2016
Kernel Regression on Manifolds and Its Application to Modeling Disconnected Anatomic Structures
Moo K. Chung, Nagesh Adluru, Houri K. Vorperian
We present a unified statistical approach to modeling disconnected 3D anatomical structures extracted from medical images. Due to image acquisition and preprocessing noises, it is…
cs.CV2014
Unified Heat Kernel Regression for Diffusion, Kernel Smoothing and Wavelets on Manifolds and Its Application to Mandible Growth Modeling in CT Images
Moo K. Chung, Anqi Qiu, Seongho Seo +1
We present a novel kernel regression framework for smoothing scalar surface data using the Laplace-Beltrami eigenfunctions. Starting with the heat kernel constructed from the eigen…