9 search results - page 1 / 2 » A novel Gaussianized vector representation for natural scene... |
96
Voted
ICPR
2008
IEEE
16 years 1 months ago
2008
IEEE
This paper presents a novel Gaussianized vector representation for scene images by an unsupervised approach. First, each image is encoded as an ensemble of orderless bag of featur...
64
Voted
PRL
2010
14 years 10 months ago
2010
112
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ICIAP
2007
ACM
16 years 11 days ago
2007
ACM
Natural scene categorization of images represents a very useful task for automatic image analysis systems in a wide variety of applications. In the literature, several methods hav...
117
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ICCV
2007
IEEE
16 years 2 months ago
2007
IEEE
We develop nonparametric Bayesian models for multiscale representations of images depicting natural scene categories. Individual features or wavelet coefficients are marginally de...
138
Voted
IJCV
2007
15 years 4 days ago
2007
In this paper, we present a novel image representation that renders it possible to access natural scenes by local semantic description. Our work is motivated by the continuing effo...