Author

K. Sumi

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Ecology· 1

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Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1

Frequent Co-Authors

S. Watanabe· 1 shared T. Ise· 1 shared

Activity by Year

2018-2018 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperEcology

S. Watanabe

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1 paper

Recent·Most cited

Automatic vegetation identification in Google Earth images using a convolutional neural network: A case study for Japanese bamboo forests

S. Watanabe, K. Sumi, T. Ise

This study uses a convolutional neural network to automatically identify Japanese bamboo forests in Google Earth images, achieving 97% detection accuracy with high-resolution images and quality training data.

bioRxiv · Nov 7, 2018 · PreprintEcology