2 citations · 3 across the 4 of their papers we have counts for
4 papers
Are Deep Neural Networks "Robust"?
Peter Meer
Separating outliers from inliers is the definition of robustness in computer vision. This essay delineates how deep neural networks are different than typical robust estimators. De…
Scale Adaptive Clustering of Multiple Structures
Xiang Yang, Peter Meer
We propose the segmentation of noisy datasets into Multiple Inlier Structures with a new Robust Estimator (MISRE). The scale of each individual structure is estimated adaptively fr…
Robust Estimation of Multiple Inlier Structures
Xiang Yang, Peter Meer
The robust estimator presented in this paper processes each structure independently. The scales of the structures are estimated adaptively and no threshold is involved in spite of…
Local Variation as a Statistical Hypothesis Test
Michael Baltaxe, Peter Meer, Michael Lindenbaum
The goal of image oversegmentation is to divide an image into several pieces, each of which should ideally be part of an object. One of the simplest and yet most effective oversegm…