4 papers
An Implemention of Two-Phase Image Segmentation using the Split Bregman Method
Olakunle S. Abawonse, Günay DoÄan
In this paper, we describe an implementation of the two-phase image segmentation algorithm proposed by Goldstein, Bresson, Osher in \cite{gold:bre}. This algorithm partitions the d…
Explainable Binary Classification of Separable Shape Ensembles
Zachary Grey, Nicholas Fisher, Andrew Glaws
Scientists, engineers, biologists, and technology specialists universally leverage image segmentation to extract shape ensembles containing many thousands of curves representing pa…
Probabilistic U-Net with Kendall Shape Spaces for Geometry-Aware Segmentations of Images
Jiyoung Park, Günay DoÄan
One of the fundamental problems in computer vision is image segmentation, the task of detecting distinct regions or objects in given images. Deep Neural Networks (DNN) have been sh…
On Computing Elastic Shape Distances between Curves in d-dimensional Space
Javier Bernal, Jim Lawrence, Gunay Dogan +1
The computation of the elastic registration of two simple curves in higher dimensions and therefore of the elastic shape distance between them has been investigated by Srivastava e…