Articles with "cnn framework" as a keyword



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A Heteromorphous Deep CNN Framework for Medical Image Segmentation Using Local Binary Pattern

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Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3183331

Abstract: Estimating mitotic nuclei in breast cancer samples can aid in determining the tumor’s aggressiveness and grading system. Because of their strong resemblance to non-mitotic nuclei and heteromorphic form, automated evaluation of mitotic nuclei is difficult.… read more here.

Keywords: mitotic nuclei; cnn framework; cnn; heteromorphous deep ... See more keywords
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A 3D-CNN Framework for Hyperspectral Unmixing with Spectral Variability

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Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3141387

Abstract: Hyperspectral unmixing plays an important role in hyperspectral image processing and analysis. It aims to decompose mixed pixels into pure spectral signatures and their associated abundances. The hyperspectral image contains spatial information in neighborhood regions,… read more here.

Keywords: cnn framework; spectral signatures; framework; variability ... See more keywords