BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive
for Remote Sensing Image Classification and Retrieval

BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval

17 May 2021

Tristan Kreuziger

Volker Markl

Papers citing "BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval"

15 / 15 papers shown

Title
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 51 0 0 06 May 2025
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis Angelos Zavras Dimitrios Michail Xiao Xiang Zhu Begum Demir Ioannis Papoutsis VLM 86 0 0 13 Feb 2025
Composed Image Retrieval for Remote Sensing Bill Psomas Ioannis Kakogeorgiou Nikos Efthymiadis Giorgos Tolias Ondřej Chum Yannis Avrithis Konstantinos Karantzalos 43 4 0 24 May 2024
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification Baris Büyüktas Kenneth Weitzel Sebastian Völkers Felix Zailskas Begum Demir 44 5 0 24 May 2024
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification Tom Burgert Tim Siebert Kai Norman Clasen Begum Demir Begüm Demir 37 1 0 22 May 2024
OmniSat: Self-Supervised Modality Fusion for Earth Observation Guillaume Astruc Nicolas Gonthier Clement Mallet Loic Landrieu 38 25 0 12 Apr 2024
Fus-MAE: A cross-attention-based data fusion approach for Masked Autoencoders in remote sensing Hugo Chan-To-Hing B. Veeravalli 22 8 0 05 Jan 2024
Predicting Gradient is Better: Exploring Self-Supervised Learning for SAR ATR with a Joint-Embedding Predictive Architecture Wei-Jang Li Yang Wei Tianpeng Liu Yuenan Hou Yuxuan Li Zhen Liu Yongxiang Liu Li Liu 25 17 0 26 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 43 5 0 01 Nov 2023
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 24 56 0 15 Nov 2022
Satellite Image Search in AgoraEO A. Aksoy Pavel Dushev Eleni Tzirita Zacharatou Holmer Hemsen Marcela Charfuelan Jorge-Arnulfo Quiané-Ruiz Begum Demir Volker Markl 14 5 0 23 Aug 2022
Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images P. Jain Bianca Schoen-Phelan R. Ross 18 32 0 04 May 2022
AiTLAS: Artificial Intelligence Toolbox for Earth Observation I. Dimitrovski Ivan Kitanovski P. Panov Nikola Simidjievski D. Kocev 21 10 0 21 Jan 2022
A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-Labels A. Aksoy Mahdyar Ravanbakhsh Tristan Kreuziger Begum Demir 27 3 0 12 May 2021
Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval Gencer Sumbul Mahdyar Ravanbakhsh Begum Demir 14 23 0 08 May 2021