Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision

Remote Sensing (RS), 2022

13 January 2022

Papers citing "Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision"

10 / 10 papers shown

Invariant Features for Global Crop Type Classification

Xin-Yi Tong

Sherrie Wang

151

03 Sep 2025

A Comprehensive Review of Agricultural Parcel and Boundary Delineation from Remote Sensing Images: Recent Progress and Future Perspectives

126

20 Aug 2025

GTPBD: A Fine-Grained Global Terraced Parcel and Boundary Dataset

388

19 Jul 2025

A Decade of Wheat Mapping for Lebanon

277

15 Apr 2025

Tackling fluffy clouds: robust field boundary delineation across global agricultural landscapes with Sentinel-1 and Sentinel-2 Time Series

...

257

20 Sep 2024

Investigating the Segment Anything Foundation Model for Mapping Smallholder Agriculture Field Boundaries Without Training Labels

289

01 Jul 2024

Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels

Hannah Kerner

Saketh Sundar

Mathan Satish

162

29 Mar 2024

Taking it further: leveraging pseudo labels for field delineation across label-scarce smallholder regionsInternational Journal of Applied Earth Observation and Geoinformation (JAEOG), 2023

325

12 Dec 2023

AI for Agriculture: the Comparison of Semantic Segmentation Methods for Crop Mapping with Sentinel-2 Imagery

Irina Korotkova

Natalia Efremova

21 Nov 2023

Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural networkRemote Sensing of Environment (RSE), 2019

F. Waldner

F. Diakogiannis

254

244

26 Oct 2019