3467 search results - page 180 / 694 » Non-monotonic feature selection |
115
Voted
ICDM
2005
IEEE
15 years 6 months ago
2005
IEEE
In many classification tasks training data have missing feature values that can be acquired at a cost. For building accurate predictive models, acquiring all missing values is of...
CAIP
2005
Springer
15 years 6 months ago
2005
Springer
Linear Discriminant Analysis (LDA) is widely known feature extraction technique that aims at creating a feature set of enhanced discriminatory power. It was addressed by many resea...
136
Voted
IBPRIA
2009
Springer
15 years 5 months ago
2009
Springer
The present paper addresses pedestrian detection using local boosted features that are learned from a small set of training images. Our contribution is to use two boosting steps. T...
102
Voted
IJCV
2008
15 years 24 days ago
2008
We investigate the role of sparsity and localized features in a biologically-inspired model of visual object classification. As in the model of Serre, Wolf, and Poggio, we first a...
108
Voted
CVPR
2001
IEEE
16 years 2 months ago
2001
IEEE
This paper describes a face detection approach via learning local features. The key idea is that local features, being manifested by a collection of pixels in a local region, are ...