1313 search results - page 74 / 263 » Dimensionality Reduction for Classification |
113
click to vote
ICIP
2005
IEEE
2005
IEEE
Semantic discriminant mapping for classification and browsing of remote sensing textures and objects
16 years 4 months ago
We present a new approach based on Discriminant Analysis to map a high dimensional image feature space onto
164
Voted
CVPR
2001
IEEE
16 years 5 months ago
2001
IEEE
We present a two-step method to speed-up object detection systems in computer vision that use Support Vector Machines (SVMs) as classifiers. In a first step we perform feature red...
133
click to vote
ICPR
2006
IEEE
16 years 4 months ago
2006
IEEE
In this paper, we present a method for data classification with application to car/non-car objects. We first developed a sample based car/non-car maximal mutual information low di...
145
click to vote
MICCAI
2005
Springer
2005
Springer
MRI Tissue Classification with Neighborhood Statistics: A Nonparametric, Entropy-Minimizing Approach
16 years 4 months ago
We introduce a novel approach for magnetic resonance image (MRI) brain tissue classification by learning image neighborhood statistics from noisy input data using nonparametric den...
126
click to vote
ICIP
2009
IEEE
15 years 27 days ago
2009
IEEE
Kernel-based methods, e.g., support vector machine (SVM), produce high classification performances. However, the computation becomes time-consuming as the number of the vectors su...