Search Results - "Verbeek, Jakob J."

Accelerated EM-based clustering of large data sets by Verbeek, Jakob J., Nunnink, Jan R. J., Vlassis, Nikos

“…Motivated by the poor performance (linear complexity) of the EM algorithm in clustering large data sets, and inspired by the successful accelerated versions of…”
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The global k-means clustering algorithm by Likas, Aristidis, Vlassis, Nikos, J. Verbeek, Jakob

“…We present the global k-means algorithm which is an incremental approach to clustering that dynamically adds one cluster center at a time through a…”
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Gaussian fields for semi-supervised regression and correspondence learning by Verbeek, Jakob J., Vlassis, Nikos

“…Gaussian fields (GF) have recently received considerable attention for dimension reduction and semi-supervised classification. In this paper we show how the GF…”
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Active Appearance-Based Robot Localization Using Stereo Vision by Porta, J.M., Verbeek, J.J., Kröse, B.J.A.

“…A vision-based robot localization system must be robust: able to keep track of the position of the robot at any time even if illumination conditions change…”
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