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

29 March 2024

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

6 / 6 papers shown

Title
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery Mykola Lavreniuk Nataliia Kussul Andrii Shelestov Bohdan Yailymov Yevhenii Salii Volodymyr Kuzin Zoltan Szantoi 34 0 0 03 Apr 2025
Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation Burak Ekim G. Tadesse Caleb Robinson G. Q. Hacheme Michael Schmitt Rahul Dodhia J. L. Ferres OODD 108 1 0 18 Dec 2024
Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning Esther Rolf Konstantin Klemmer Caleb Robinson Hannah Kerner 36 36 0 02 Feb 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
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks Vivien Sainte Fare Garnot Loic Landrieu AI4TS 71 152 0 16 Jul 2021
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 448 15,652 0 02 Nov 2015