115 search results - page 19 / 23 » Feature Sets and Dimensionality Reduction for Visual Object ... |
102
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ICMCS
2007
IEEE
15 years 4 months ago
2007
IEEE
Recently, the bag-of-words approach has been successfully applied to automatic image annotation, object recognition, etc. The method needs to first quantize an image using the vis...
ECCV
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. Even a relatively unstructured captioned image set depicting a variety of objects in cluttered scenes contains strong correlations between caption words and repeated visu...
MIR
2006
ACM
15 years 3 months ago
2006
ACM
This paper presents a new interest points detector whose goal is to better catch visual attention than standard detectors. It is based on the generalization of Loy and Zelinsky tr...
CVPR
2007
IEEE
15 years 11 months ago
2007
IEEE
In this paper, we measure the responses of image patches, used as filters, on different image ensembles and examine how the responses are affected by reducing the resolution of th...
100
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PAMI
2008
14 years 9 months ago
2008
We investigate whether dimensionality reduction using a latent generative model is beneficial for the task of weakly supervised scene classification. In detail we are given a set ...