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» Objective Functions for Feature Discrimination
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CLEF
2010
Springer
15 years 4 months ago
The Wroclaw University of Technology Participation at ImageCLEF 2010 Photo Annotation Track
Abstract. In this paper we present three methods for image autoannotation used by the Wroclaw University of Technology group at ImageCLEF 2010 Photo Annotation track. All of our ex...
Michal Stanek, Oskar Maier, Halina Kwasnicka
JMLR
2006
124views more  JMLR 2006»
15 years 2 months ago
A Direct Method for Building Sparse Kernel Learning Algorithms
Many kernel learning algorithms, including support vector machines, result in a kernel machine, such as a kernel classifier, whose key component is a weight vector in a feature sp...
Mingrui Wu, Bernhard Schölkopf, Gökhan H...
ICIP
2010
IEEE
15 years 28 days ago
Earth Mover Distance on superpixels
Earth Mover Distance (EMD) is a popular distance to compute distances between Probability Density Functions (PDFs). It has been successfully applied in a wide selection of problem...
Sylvain Boltz, Frank Nielsen, Stefano Soatto
RSP
2003
IEEE
169views Control Systems» more  RSP 2003»
15 years 8 months ago
Rapid Prototyping and Incremental Evolution Using SLAM
The paper shows the outlines of the SLAM system and how its design is suitable for automating rapid prototyping. The system includes a very expressive object oriented specificati...
Ángel Herranz-Nieva, Juan José Moren...
CVPR
2012
IEEE
13 years 5 months ago
Locality-constrained and spatially regularized coding for scene categorization
Improving coding and spatial pooling for bag-of-words based feature design have gained a lot of attention in recent works addressing object recognition and scene classification. ...
Aymen Shabou, Hervé Le Borgne