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JMLR
2010
151views more  JMLR 2010»
14 years 4 months ago
The Feature Selection Path in Kernel Methods
The problem of automatic feature selection/weighting in kernel methods is examined. We work on a formulation that optimizes both the weights of features and the parameters of the ...
Fuxin Li, Cristian Sminchisescu
ICIP
2004
IEEE
15 years 11 months ago
Automatic image decomposition
The decomposition of an image into its primitive components, such as cartoon plus texture, is a fundamental problem in image processing. In [11, 16], the authors proposed a techni...
Kedar A. Patwardhan, Guillermo Sapiro
EUROPAR
2007
Springer
15 years 4 months ago
A First Step Towards Automatically Building Network Representations
To fully harness Grids, users or middlewares must have some knowledge on the topology of the platform interconnection network. As such knowledge is usually not available, one must ...
Lionel Eyraud-Dubois, Arnaud Legrand, Martin Quins...
CCGRID
2007
IEEE
15 years 4 months ago
Assessing the Quality of Automatically Built Network Representations
Abstract— In order to efficiently use Grid resources, users or middlewares must use some network information, and in particular some knowledge of the platform network. As such kn...
Lionel Eyraud-Dubois, Martin Quinson
TIP
2010
312views more  TIP 2010»
14 years 8 months ago
A Novel Multiresolution Spatiotemporal Saliency Detection Model and Its Applications in Image and Video Compression
—Salient areas in natural scenes are generally regarded as areas which the human eye will typically focus on, and finding these areas is the key step in object detection. In com...
Chenlei Guo, Liming Zhang