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HEp-2 cell image classification with multiple linear descriptors

Liu, Lingqiao; Wang, Lei


The automatic classification of the HEp-2 cell stain patterns from indirect immunofluorescence images has attracted much attention recently. As an image classification problem, it can be well solved by the state-of-the-art bag-of-features (BoF) model as long as a suitable local descriptor is known. Unfortunately, for this special task, we have very limited knowledge of such a descriptor. In this paper, we explore the possibility of automatically learning the descriptor from the image data...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Journal article
Source: Pattern Recognition
DOI: 10.1016/j.patcog.2013.09.022


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