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GTMS: A Simultaneous Mode Seeking and Clustering
- Published 2010 in 2010 5th International Conference on Future…
Abstract
A mode seeking algorithm not only can automatically find mode of density of a given data but also can be used for data clustering. However, finding the mode of all data points produce redundant computations. In this paper, a simultaneous mode seeking and clustering which is called Generalized Transport Mean Shift (GTMS) algorithm was proposed. An idea of… (More)