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189
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CVPR
2005
IEEE
16 years 8 months ago
2005
IEEE
Kernel functions are often cited as a mechanism to encode prior knowledge of a learning task. But it can be difficult to capture prior knowledge effectively. For example, we know ...
187
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CVPR
2007
IEEE
16 years 8 months ago
2007
IEEE
Markov Random Field (MRF) models are a popular tool for vision and image processing. Gaussian MRF models are particularly convenient to work with because they can be implemented u...
163
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CVPR
2007
IEEE
16 years 8 months ago
2007
IEEE
202
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CVPR
2008
IEEE
16 years 8 months ago
2008
IEEE
Object models based on bag-of-words representations can achieve state-of-the-art performance for image classification and object localization tasks. However, as they consider obje...