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

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

Title
A Decade of Wheat Mapping for Lebanon Hasan Wehbi Hasan Nasrallah Mohamad Hasan Zahweh Zeinab Takach Veera Ganesh Yalla A. Ghandour 38 0 0 15 Apr 2025
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery Mykola Lavreniuk Nataliia Kussul Andrii Shelestov Bohdan Yailymov Yevhenii Salii Volodymyr Kuzin Zoltan Szantoi 36 0 0 03 Apr 2025
Tackling fluffy clouds: field boundaries detection using time series of S2 and/or S1 imagery F. Diakogiannis Zheng-Shu Zhou Jeff Wang Gonzalo Mata Dave Henry ... Jonathan Richetti Kathryn Batchelor Chris Herrmann Andrew Toovey John Taylor 31 0 0 20 Sep 2024
Satellite Sunroof: High-res Digital Surface Models and Roof Segmentation for Global Solar Mapping Vishal Batchu Alex Wilson Betty Peng Carl Elkin Umangi Jain Christopher Van Arsdale Ross Goroshin Varun Gulshan 27 0 0 26 Aug 2024
Investigating the Segment Anything Foundation Model for Mapping Smallholder Agriculture Field Boundaries Without Training Labels Pratyush Tripathy Kathy Baylis Kyle Wu Jyles Watson Ruizhe Jiang 36 1 0 01 Jul 2024
Responsible AI for Earth Observation Pedram Ghamisi Weikang Yu Andrea Marinoni C. Gevaert Claudio Persello ... Benjamin P. Horton Philippe Rufin P. Hostert Fabio Pacifici Peter M. Atkinson 39 4 0 31 May 2024
Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels Hannah Kerner Saketh Sundar Mathan Satish 40 8 0 29 Mar 2024
Taking it further: leveraging pseudo labels for field delineation across label-scarce smallholder regions Philippe Rufin Sherrie Wang Sá Nogueira Lisboa Jan Hemmerling M. Tulbure P. Meyfroidt 15 3 0 12 Dec 2023
AI for Agriculture: the Comparison of Semantic Segmentation Methods for Crop Mapping with Sentinel-2 Imagery Irina Korotkova Natalia Efremova 30 0 0 21 Nov 2023
Fewshot learning on global multimodal embeddings for earth observation tasks Matt Allen Francisco Dorr Joseph A. Gallego-Mejia Laura Martínez-Ferrer Anna Jungbluth F. Kalaitzis Raúl Ramos-Pollán 38 9 0 29 Sep 2023