Medical image classification based on multi-scale non-negative sparse coding

•We propose a multi-scale non-negative sparse coding model to construct visual dictionary thus to overcome the defects of BoVW-based algorithms.•We utilize multi-scale decomposition method to decompose images into multiple scale layers and extract more representative image features.•We introduce fis...

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