A hybrid convolutional neural network/active contour approach to segmenting dead trees in aerial imagery

Jacquelyn Ann Shelton; Przemyslaw Piotr Polewski; Wei Yao; Marco Heurich

doi:10.48550/arXiv.2112.02725

A hybrid convolutional neural network/active contour approach to segmenting dead trees in aerial imagery

Jacquelyn Ann Shelton, Przemyslaw Piotr Polewski, Wei Yao, Marco Heurich

Department of Land Surveying and Geo-Informatics

Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

Original language	English
DOIs	https://doi.org/10.48550/arXiv.2112.02725
Publication status	Published - Dec 2021
Event	NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning - , United States Duration: 14 Dec 2021 → …

Conference

Conference	NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning
Country/Territory	United States
Period	14/12/21 → …

More information

10.48550/arXiv.2112.02725

Cite this

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title = "A hybrid convolutional neural network/active contour approach to segmenting dead trees in aerial imagery",

author = "Shelton, {Jacquelyn Ann} and Polewski, {Przemyslaw Piotr} and Wei Yao and Marco Heurich",

year = "2021",

month = dec,

doi = "10.48550/arXiv.2112.02725",

language = "English",

note = "NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning ; Conference date: 14-12-2021",

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A hybrid convolutional neural network/active contour approach to segmenting dead trees in aerial imagery. / Shelton, Jacquelyn Ann; Polewski, Przemyslaw Piotr; Yao, Wei et al.
2021. Paper presented at NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning, United States.

Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

TY - CONF

T1 - A hybrid convolutional neural network/active contour approach to segmenting dead trees in aerial imagery

AU - Shelton, Jacquelyn Ann

AU - Polewski, Przemyslaw Piotr

AU - Yao, Wei

AU - Heurich, Marco

PY - 2021/12

Y1 - 2021/12

U2 - 10.48550/arXiv.2112.02725

DO - 10.48550/arXiv.2112.02725

M3 - Conference presentation (not published in journal/proceeding/book)

T2 - NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning

Y2 - 14 December 2021

ER -