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UCSD Computer Vision

Kristin Branson, PhD

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Monitoring Animal Behavior

Smart Vivarium: automated monitoring of animal health and welfare.

Hypergraph Clustering

We consider the problem of clustering in domains where the affinity relations are not dyadic (pairwise), but rather triadic, tetradic or higher. The problem is an instance of the hypergraph partitioning problem. We propose a two-step algorithm for solving this problem. In the first step we use a nov...


Agarwal S., Branson K., Belongie S., "Higher-Order Learning with Graphs", International Conference On Machine Learning (ICML), Pittsburgh, PA, 2006. [BibTex][pdf]
Branson K., Belongie S., "Tracking Multiple Mouse Contours (Without Too Many Samples)", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, June, 2005. [BibTex]
Belongie S., Branson K., Dollár P., Rabaud V., "Monitoring Animal Behavior in the Smart Vivarium", Measuring Behavior, Wageningen, NL, pp. 70-72, 2005. [BibTex][pdf]
Branson K., Rabaud V., Belongie S., "Three Brown Mice: See How They Run", IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Nice, France, October, 2003. [BibTex][pdf]