3949 search results - page 140 / 790 » Local learning projections |
149
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
Pseudo-likelihood and contrastive divergence are two well-known examples of contrastive methods. These algorithms trade off the probability of the correct label with the probabili...
132
click to vote
ICIP
2005
IEEE
16 years 5 months ago
2005
IEEE
In this paper, we propose a novel classification method, called local manifold matching (LMM), for face recognition. LMM has great representational capacity of available prototypes...
196
Voted
ICMCS
2009
IEEE
15 years 1 months ago
2009
IEEE
In this paper, we present a novel localized Markov random field (MRF) method based on superpixels for region segmentation. Early vision problems could be formulated as pixel label...
167
Voted
IBPRIA
2009
Springer
15 years 8 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...
130
click to vote
ICCBR
2007
Springer
15 years 10 months ago
2007
Springer
The aim of this paper is to analyze how the generalizations built by a CBR method can be used as local approximations of a concept. From this point of view, these local approximati...