193 search results - page 12 / 39 » RANSAC-SVM for large-scale datasets |
110
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CVPR
2010
IEEE
15 years 5 months ago
2010
IEEE
Kernel machines rely on an implicit mapping of the data such that non-linear classification in the original space corresponds to linear classification in the new space. As kernel ...
84
Voted
CVPR
2010
IEEE
15 years 3 months ago
2010
IEEE
The problem of large-scale image search has been traditionally addressed with the bag-of-visual-words (BOV). In this article, we propose to use as an alternative the Fisher kernel...
139
Voted
ECCV
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. The Fisher kernel (FK) is a generic framework which combines the benefits of generative and discriminative approaches. In the context of image classification the FK was s...
104
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ICASSP
2010
IEEE
15 years 2 months ago
2010
IEEE
This paper considers the problem of distributed source coding for a large sensor network. A typical shortcoming of current approaches to true distributed coding is the exponential...
101
Voted
TITB
2008
15 years 1 months ago
2008
Abstract--This paper presents the application of a componentbased Grid middleware system for processing extremely large images obtained from digital microscopy devices. We have dev...