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We introduce in this paper a novel approach to multi-label image classification which incorporates a new type of context — label exclusive context — with linear representation and classification. Given a set of exclusive label groups that describe the negative relationship among class labels, our method, namely LELR for Label Exclusive Linear Representation, enforces repulsive assignment of the labels...
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