reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis

reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis

4 July 2024

Kai Norman Clasen

Papers citing "reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis"

12 / 12 papers shown

Title
Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area Delineation Daniele Rege Cambrin Luca Colomba Paolo Garza 44 0 0 28 Apr 2025
Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models Francesc Marti Escofet Benedikt Blumenstiel L. Scheibenreif P. Fraccaro Konrad Schindler 46 0 0 24 Apr 2025
Machine Learning Models for Soil Parameter Prediction Based on Satellite, Weather, Clay and Yield Data Calvin Kammerlander Viola Kolb Marinus Luegmair Lou Scheermann Maximilian Schmailzl Marco Seufert Jiayun Zhang Denis Dalic Torsten Schön 46 0 0 28 Mar 2025
Towards a Unified Copernicus Foundation Model for Earth Vision Yi Wang Zhitong Xiong Chenying Liu Adam J. Stewart Thomas Dujardin ... Angelos Zavras Franziska Gerken Ioannis Papoutsis Laura Leal-Taixé Xiao Xiang Zhu 50 1 0 14 Mar 2025
Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation Leonard Waldmann Ando Shah Yi Wang Nils Lehmann Adam J. Stewart Zhitong Xiong Xiao Xiang Zhu Stefan Bauer John Chuang 49 1 0 13 Mar 2025
ChromaFormer: A Scalable and Accurate Transformer Architecture for Land Cover Classification Mingshi Li Dusan Grujicic Ben Somers Stien Heremans S. D. Saeger Matthew B. Blaschko ViT 55 0 0 11 Mar 2025
On the Generalization of Representation Uncertainty in Earth Observation Spyros Kondylatos N. Bountos Dimitrios Michail Xiao Xiang Zhu Gustau Camps-Valls Ioannis Papoutsis 74 1 0 10 Mar 2025
A General Purpose Spectral Foundational Model for Both Proximal and Remote Sensing Spectral Imaging William Michael Laprade Jesper Cairo Westergaard Svend Christensen Mads Nielsen Anders Bjorholm Dahl 65 0 0 03 Mar 2025
Ben-ge: Extending BigEarthNet with Geographical and Environmental Data Michael Mommert Nicolas Kesseli Joelle Hanna L. Scheibenreif Damian Borth Begum Demir 54 6 0 04 Jul 2023
Patches Are All You Need? Asher Trockman J. Zico Kolter ViT 222 402 0 24 Jan 2022
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 191 1,212 0 05 Oct 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 268 2,603 0 04 May 2021