Search Results for author: Ellen Gasparovic

Found 3 papers, 0 papers with code

Modeling Multi-Object Configurations via Medial/Skeletal Linking Structures

no code implementations12 Jun 2017 James Damon, Ellen Gasparovic

We introduce a method for modeling a configuration of objects in 2D or 3D images using a mathematical "skeletal linking structure" which will simultaneously capture the individual shape features of the objects and their positional information relative to one another.

Object

Shape and Positional Geometry of Multi-Object Configurations

no code implementations1 Jun 2017 James Damon, Ellen Gasparovic

In previous work, we introduced a method for modeling a configuration of objects in 2D and 3D images using a mathematical "medial/skeletal linking structure."

Object

Multi-Scale Local Shape Analysis and Feature Selection in Machine Learning Applications

no code implementations13 Oct 2014 Paul Bendich, Ellen Gasparovic, John Harer, Rauf Izmailov, Linda Ness

We introduce a method called multi-scale local shape analysis, or MLSA, for extracting features that describe the local structure of points within a dataset.

BIG-bench Machine Learning feature selection +1

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