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137
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ICCV
2007
IEEE
15 years 7 months ago
Co-Tracking Using Semi-Supervised Support Vector Machines
This paper treats tracking as a foreground/background classification problem and proposes an online semisupervised learning framework. Initialized with a small number of labeled ...
Feng Tang, Shane Brennan, Qi Zhao, Hai Tao
84
Voted
ICCV
2007
IEEE
15 years 7 months ago
Learning The Discriminative Power-Invariance Trade-Off
We investigate the problem of learning optimal descriptors for a given classification task. Many hand-crafted descriptors have been proposed in the literature for measuring visua...
Manik Varma, Debajyoti Ray
CIVR
2007
Springer
154views Image Analysis» more  CIVR 2007»
15 years 6 months ago
Representing shape with a spatial pyramid kernel
The objective of this paper is classifying images by the object categories they contain, for example motorbikes or dolphins. There are three areas of novelty. First, we introduce ...
Anna Bosch, Andrew Zisserman, Xavier Muñoz
GECCO
2007
Springer
181views Optimization» more  GECCO 2007»
15 years 6 months ago
Exploring selection mechanisms for an agent-based distributed evolutionary algorithm
In this paper we propose an agent-based model of evolutionary algorithms (EAs) which extends seamlessly from concurrent single-host to distributed multi-host installations. Since ...
A. E. Eiben, Marc Schoenauer, Juan Luís Jim...
PAM
2007
Springer
15 years 6 months ago
Early Recognition of Encrypted Applications
Abstract. Most tools to recognize the application associated with network connections use well-known signatures as basis for their classification. This approach is very effective ...
Laurent Bernaille, Renata Teixeira