Robust Regression For Image Binarization Under Heavy Noises and Nonuniform Background

no code implementations • 26 Sep 2016 • Garret Vo, Chiwoo Park

This paper presents a robust regression approach for image binarization under significant background variations and observation noises.

Binarization Image Segmentation +3

Sparse additive Gaussian process with soft interactions

no code implementations • 9 Jul 2016 • Garret Vo, Debdeep Pati

Additive nonparametric regression models provide an attractive tool for variable selection in high dimensions when the relationship between the response and predictors is complex.

regression Variable Selection