89 citations · 388 across the 81 of their papers we have counts for
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The Radon cumulative distribution transform and its application to image classification
Soheil Kolouri, Se Rim Park, Gustavo K. Rohde
Invertible image representation methods (transforms) are routinely employed as low-level image processing operations based on which feature extraction and recognition algorithms ar…
Sliced Wasserstein Kernels for Probability Distributions
Soheil Kolouri, Yang Zou, Gustavo K. Rohde
Optimal transport distances, otherwise known as Wasserstein distances, have recently drawn ample attention in computer vision and machine learning as a powerful discrepancy measure…
The Cumulative Distribution Transform and Linear Pattern Classification
Se Rim Park, Soheil Kolouri, Shinjini Kundu +1
Discriminating data classes emanating from sensors is an important problem with many applications in science and technology. We describe a new transform for pattern identification…