618 search results - page 79 / 124 » Content-Based Video Classification Using Support Vector Mach... |
115
Voted
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
This paper presents a novel approach to pedestrian classification which involves utilizing the synthesized virtual samples of a learned generative model to enhance the classificat...
118
Voted
ICFCA
2009
Springer
14 years 10 months ago
2009
Springer
Abstract. Standard Support Vector Machines (SVM) text classification relies on bag-of-words kernel to express the similarity between documents. We show that a document lattice can ...
101
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TIP
2008
15 years 13 days ago
2008
Previous research applying kernel methods such as support vector machines (SVMs) to hyperspectral image classification has achieved performance competitive with the best available ...
68
Voted
IJON
2006
15 years 16 days ago
2006
Non-stationary signal classification is a complex problem. This problem becomes even more difficult if we add the following hypothesis: each signal includes a discriminant wavefor...
117
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KDD
2002
ACM
16 years 29 days ago
2002
ACM
Instance selection and feature selection are two orthogonal methods for reducing the amount and complexity of data. Feature selection aims at the reduction of redundant features i...