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ICMCS
2006
IEEE

A Mutual Information based Face Clustering Algorithm for Movies

9 years 7 months ago
A Mutual Information based Face Clustering Algorithm for Movies
In this paper a new approach for face clustering is developed. Mutual information and joint entropy are exploited in order to create a metric for the clustering process. The way the joint entropy and the mutual information are calculated gives some interesting properties to the aforementioned metric, which guarantees some robustness against standard noisy transformation such as scaling, cropping and pose changes. A slight preprocessing of the input face images is done in order to undertake problems that arise from detector’s known errors.
Nicholas Vretos, Vassilios Solachidis, Ioannis Pit
Added 11 Jun 2010
Updated 11 Jun 2010
Type Conference
Year 2006
Where ICMCS
Authors Nicholas Vretos, Vassilios Solachidis, Ioannis Pitas
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