255 citations · 898 across the 12 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
stat.ME2016★ 45 cited
A Measure of Directional Outlyingness with Applications to Image Data and Video
Peter J. Rousseeuw, Jakob Raymaekers, Mia Hubert
Functional data covers a wide range of data types. They all have in common that the observed objects are functions of of a univariate argument (e.g. time or wavelength) or a multiv…
stat.ME2016★ 3 cited
Finding Outliers in Surface Data and Video
Mia Hubert, Jakob Raymaekers, Peter J. Rousseeuw +1
Surface, image and video data can be considered as functional data with a bivariate domain. To detect outlying surfaces or images, a new method is proposed based on the mean and th…