1364 search results - page 140 / 273 » Sampling Methods for Unsupervised Learning |
141
Voted
CVPR
2012
IEEE
13 years 5 months ago
2012
IEEE
The use of statistical pattern recognition models to segment the left ventricle of the heart in ultrasound images has gained substantial attention over the last few years. The mai...
126
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CVPR
2004
IEEE
16 years 4 months ago
2004
IEEE
We propose methods for outlier handling and noise reduction using weighted local linear smoothing for a set of noisy points sampled from a nonlinear manifold. The methods can be u...
128
Voted
ICIP
2004
IEEE
16 years 4 months ago
2004
IEEE
It is well-known that the applicability of Linear Discriminant Analysis (LDA) to high-dimensional pattern classification tasks such as face recognition (FR) often suffers from the...
130
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ICCV
2005
IEEE
16 years 4 months ago
2005
IEEE
Learning models for detecting and classifying object categories is a challenging problem in machine vision. While discriminative approaches to learning and classification have, in...
113
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We study the problem of discovering a manifold that best preserves information relevant to a nonlinear regression. Solving this problem involves extending and uniting two threads ...