John Lipor

2 accepted papers

2022

A Graph-Based Approach to Boundary Estimation With Mobile Sensors

Sean O. Stalley, Dingyu Wang, Gautam Dasarathy, John Lipor

RA-L 2022

We consider the problem of adaptive sampling for boundary estimation, where the goal is to identify the two-dimensional spatial extent of a phenomenon of interest. Motivated by applications in estimating the spread of wildfires with a mobile sensor, we present a novel graph-based algorithm that is e

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2017

Leveraging Union of Subspace Structure to Improve Constrained Clustering

John Lipor, Laura Balzano

ICML 2017poster

Many clustering problems in computer vision and other contexts are also classification problems, where each cluster shares a meaningful label. Subspace clustering algorithms in particular are often applied to problems that fit this description, for example with face images or handwritten digits. Whi…

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