HEp-2 Cell Classification via Combining Multiresolution Co-Occurrence Texture and Large Region Shape Information

Xianbiao Qi,Guoying Zhao,Chun-Guang Li,Jun Guo,Matti Pietikäinen

IEEE Journal of Biomedical and Health Informatics（2017）

引用 7|浏览11

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摘要

Indirect immunofluorescence imaging of human epithelial type 2 (HEp-2) cell image is an effective evidence to diagnose autoimmune diseases. Recently, computer-aided diagnosis of autoimmune diseases by the HEp-2 cell classification has attracted great attention. However, the HEp-2 cell classification task is quite challenging due to large intraclass and small interclass variations. In this paper, w...

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关键词

Shape,Feature extraction,Histograms,Diseases,Indexes,Informatics,Pattern recognition

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