Isabella Rose Hinks
College of Natural Resources
Is this your profile?
Claim your Citation Index profile in order to display more information about you and gain access to Libraries services. Just create or connect your ORCID iD.
Create or connect your ORCID iD
Works (1)
Updated: April 5th, 2024 15:44
2022 journal article
Using Deep Learning and Very-High-Resolution Imagery to Map Smallholder Field Boundaries
REMOTE SENSING, 14(13).
author keywords: field boundary delineation; Mask R-CNN; WorldView-3; smallholder farms; India
TL;DR:
This work used very-high-resolution WorldView-3 satellite imagery and a mask region-based convolutional neural network (Mask R-CNN) to delineate smallholder field boundaries in Northeast India and found that the model performed equally well when applied to another site in India for which no data was used in the calibration step, suggesting that Mask R- CNN may be a generalizable way to map field boundaries at scale.
(via Semantic Scholar)
www.mdpi.com (publisher PDF)
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: July 26, 2022
Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.
Certain data included herein are derived from the Web of Science© and InCites© (2024) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.
