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Transfer learning for image classification with sparse prototype representations
(2008-03-03)
To learn a new visual category from few examples, prior knowledge from unlabeled data as well as previous related categories may be useful. We develop a new method for transfer learning which exploits available unlabeled ...
Scene Classification with a Biologically Inspired Method
(2009-05-10)
We present a biologically motivated method for scene image classification. The core of the method is to use shape based image property that is provided by a hierarchical feedforward model of the visual cortex [18]. Edge ...