Maximizing all margins: Pushing face recognition with Kernel Plurality

Authors:
Ritwik Kumar;Arunava Banerjee;Baba C. Vemuri;Hanspeter Pfister
Affiliations:
IBM Research - Almaden, USA;University of Florida, USA;University of Florida, USA;Harvard University, USA
Venue:
ICCV '11 Proceedings of the 2011 International Conference on Computer Vision
Year:
2011

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Multi-scale patch based collaborative representation for face recognition with margin distribution optimization

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I

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Abstract

We present two theses in this paper: First, performance of most existing face recognition algorithms improves if instead of the whole image, smaller patches are individually classified followed by label aggregation using voting. Second, weighted plurality