13280 search results - page 22 / 2656 » Bagging in Computer Vision |
118
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CVPR
2004
IEEE
16 years 4 months ago
2004
IEEE
Linear Discriminant Analysis (LDA) is a popular feature extraction technique for face recognition. However, It often suffers from the small sample size problem when dealing with t...
115
Voted
CVPR
2006
IEEE
16 years 4 months ago
2006
IEEE
1 We propose a principled method for designing high level features for photo quality assessment. Our resulting system can classify between high quality professional photos and low...
95
Voted
CVPR
2006
IEEE
16 years 4 months ago
2006
IEEE
We investigate to what extent `bag of visual words' models can be used to distinguish categories which have significant visual similarity. To this end we develop and optimize...
122
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CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
We propose a new multiple instance learning (MIL) algorithm to learn image categories. Unlike existing MIL algorithms, in which the individual instances in a bag are assumed to be...
96
Voted
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
We present a higher-level visual representation, visual synset, for object categorization. The visual synset improves the traditional bag of words representation with better discr...