NMF-KNN: Image Annotation Using Weighted Multi-view Non-negative Matrix Factorization

Abstract

The real world image databases such as Flickr are characterized by continuous addition of new images. The recent approaches for image annotation, i.e. the problem of assigning tags to images, have two major drawbacks. First, either models are learned using the entire training data, or to handle the issue of dataset imbalance, tag-specific discriminative… (More)
DOI: 10.1109/CVPR.2014.31

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