Local Naive Bayes Nearest Neighbor for image classification

Abstract

We present Local Naive Bayes Nearest Neighbor, an improvement to the NBNN image classification algorithm that increases classification accuracy and improves its ability to scale to large numbers of object classes. The key observation is that only the classes represented in the local neighborhood of a descriptor contribute significantly and reliably to their… (More)
DOI: 10.1109/CVPR.2012.6248111

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