Detect, Consolidate, Delineate: Scalable Mapping of Field Boundaries Using Satellite Images

Detect, Consolidate, Delineate: Scalable Mapping of Field Boundaries Using Satellite Images

Digital agriculture services can greatly assist growers to monitor their fields and optimize their use throughout the growing season. Thus, knowing the exact location of fields and their boundaries is a prerequisite. Unlike property boundaries, which are recorded in local council or title records, f...

Full description

Bibliographic Details
Main Authors: François Waldner, Foivos I. Diakogiannis, Kathryn Batchelor, Michael Ciccotosto-Camp, Elizabeth Cooper-Williams, Chris Herrmann, Gonzalo Mata, Andrew Toovey
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Remote Sensing
Subjects:
agriculture
deep learning
Sentinel-2
semantic segmentation
instance segmentation
Online Access:https://www.mdpi.com/2072-4292/13/11/2197

Internet

https://www.mdpi.com/2072-4292/13/11/2197

Similar Items