Hierarchical classification of images by sparse approximation ?
A new hierarchical classification scheme by sparse approximation is proposed. Leverage large scale structured data for the accurate hierarchical classification. Distance function taking into account the hierarchical structure is introduced. Defined two images to be similar if they shared a similar path in the hierarchy Achieved better performances than flat 1-vs-N classification methods
sparse approximation hierarchy sparse sensing sparsity image classification structured data classification