161 search results - page 19 / 33 » Classifier Instability and Partitioning |
117
click to vote
JIRS
2008
14 years 11 months ago
2008
Abstract This paper proposes an approach for reducing the computational complexity of a model-predictive-control strategy for discrete-time hybrid systems with discrete inputs only...
119
click to vote
CVPR
2004
IEEE
16 years 1 months ago
2004
IEEE
Image retrieval critically relies on the distance function used to compare a query image to images in the database. We suggest to learn such distance functions by training binary ...
104
click to vote
BMCBI
2006
14 years 11 months ago
2006
Background: Overfitting the data is a salient issue for classifier design in small-sample settings. This is why selecting a classifier from a constrained family of classifiers, on...
102
click to vote
CVPR
2006
IEEE
16 years 1 months ago
2006
IEEE
Coarse-to-fine classification is an efficient way of organizing object recognition in order to accommodate a large number of possible hypotheses and to systematically exploit shar...
ICPR
2006
IEEE
16 years 24 days ago
2006
IEEE
Analysis of video data usually requires training classifiers in high dimensional feature spaces. This paper proposes a layered Gaussian mixture model (LGMM) to exploit high dimens...