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» A Probability Model for Image Annotation
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MM
2009
ACM
233views Multimedia» more  MM 2009»
15 years 4 months ago
Enhancing semantic and geographic annotation of web images via logistic canonical correlation regression
Photo community sites such as Flickr and Picasa Web Album host a massive amount of personal photos with millions of new photos uploaded every month. These photos constitute an ove...
Liangliang Cao, Jie Yu, Jiebo Luo, Thomas S. Huang
PAMI
2002
65views more  PAMI 2002»
14 years 11 months ago
Universal Analytical Forms for Modeling Image Probabilities
Anuj Srivastava, Xiuwen Liu, Ulf Grenander
141
Voted
MIR
2005
ACM
133views Multimedia» more  MIR 2005»
15 years 5 months ago
Probabilistic web image gathering
We propose a new method for automated large scale gathering of Web images relevant to specified concepts. Our main goal is to build a knowledge base associated with as many conce...
Keiji Yanai, Kobus Barnard
ECIR
2009
Springer
15 years 8 months ago
Bayesian Mixture Hierarchies for Automatic Image Annotation
Previous research on automatic image annotation has shown that accurate estimates of the class conditional densities in generative models have a positive effect in annotation perf...
Vassilios Stathopoulos, Joemon M. Jose
ICIP
2000
IEEE
16 years 1 months ago
Hierarchical Image Probability (HIP) Models
We formulate a model for probability distributions on image spaces. We show that any distribution of images can be factored exactly into conditional distributions of feature vecto...
Clay Spence, Lucas C. Parra, Paul Sajda