3 search results - page 1 / 1 » Maximizing All Margins: Pushing Face Recognition with Kernel... |
ICCV
2011
IEEE
12 years 5 months ago
2011
IEEE
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 class...
CVPR
2007
IEEE
14 years 7 months ago
2007
IEEE
A novel algorithm called Average Neighborhood Margin Maximization (ANMM) is proposed for supervised linear feature extraction. For each data point, ANMM aims at pulling the neighb...
ICPR
2006
IEEE
14 years 6 months ago
2006
IEEE
Many classification tasks benefit from integrating manifold learning and semi-supervised learning. By formulating the learning task in a semi-supervised manner, we propose a novel...