Scalable histopathological image analysis via supervised hashing with multiple features.

Menglin Jiang,Shaoting Zhang,Junzhou Huang,Lin Yang,Dimitris N. Metaxas

Medical Image Analysis（2016）

引用 44|浏览38

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摘要

•We incorporate feature fusion into supervised hashing framework.•Our approach is applied to scalable histopathological image analysis.•It substantially improves the retrieval precision and classification accuracy.•It is also computationally efficient and scalable.

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关键词

Hashing,Feature fusion,Histopathology,Computer-aided diagnosis (CAD),Content-based image retrieval (CBIR)

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