36 search results - page 1 / 8 » Supervised learning of local projection kernels |
71
Voted
IJON
2010
14 years 10 months ago
2010
103
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JMLR
2008
15 years 5 days ago
2008
In this paper we introduce an improved implementation of locally weighted projection regression (LWPR), a supervised learning algorithm that is capable of handling high-dimensiona...
130
Voted
PSIVT
2009
Springer
15 years 6 months ago
2009
Springer
PCA-SIFT is an extension to SIFT which aims to reduce SIFT’s high dimensionality (128 dimensions) by applying PCA to the gradient image patches. However PCA is not a discriminati...
124
Voted
ICMLC
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
IJCV
2008
15 years 6 days ago
2008
This paper shows (i) improvements over state-of-the-art local feature recognition systems, (ii) how to formulate principled models for automatic local feature selection in object c...