Cover Image

reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Clasen, Kai Norman, Hackel, Leonard, Burgert, Tom, Sumbul, Gencer, Demir, Begüm, Markl, Volker
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing
by: Hackstein, Jakob, et al.
Published: (2024)

CSMoE: An Efficient Remote Sensing Foundation Model with Soft Mixture-of-Experts
by: Hackel, Leonard, et al.
Published: (2025)

How Much of a Model Do We Need? Redundancy and Slimmability in Remote Sensing Foundation Models
by: Hackel, Leonard, et al.
Published: (2026)

Redundancy-Aware Pretraining of Vision-Language Foundation Models in Remote Sensing
by: Adler, Mathis Jürgen, et al.
Published: (2025)

Rank-based Geographical Regularization: Revisiting Contrastive Self-Supervised Learning for Multispectral Remote Sensing Imagery
by: Burgert, Tom, et al.
Published: (2026)

A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification
by: Burgert, Tom, et al.
Published: (2024)

Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2023)

A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2025)

Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Images
by: Burgert, Tom, et al.
Published: (2024)

MagicBathyNet: A Multimodal Remote Sensing Dataset for Bathymetry Prediction and Pixel-based Classification in Shallow Waters
by: Agrafiotis, Panagiotis, et al.
Published: (2024)

Noise-Adaptive Regularization for Robust Multi-Label Remote Sensing Image Classification
by: Burgert, Tom, et al.
Published: (2026)

On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification
by: Klotz, Jonas, et al.
Published: (2025)

Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval
by: Hoxha, Genc, et al.
Published: (2024)

Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data Gaps
by: Agrafiotis, Panagiotis, et al.
Published: (2025)

BigEarthNet.txt: A Large-Scale Multi-Sensor Image-Text Dataset and Benchmark for Earth Observation
by: Herzog, Johann-Ludwig, et al.
Published: (2026)

HySpecNet-11k: A Large-Scale Hyperspectral Dataset for Benchmarking Learning-Based Hyperspectral Image Compression Methods
by: Fuchs, Martin Hermann Paul, et al.
Published: (2023)

ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression
by: Burgert, Tom, et al.
Published: (2025)

Sea-Undistort: A Dataset for Through-Water Image Restoration in High Resolution Airborne Bathymetric Mapping
by: Kromer, Maximilian, et al.
Published: (2025)

REMSA: Foundation Model Selection for Remote Sensing via a Constraint-Aware Agent
by: Chen, Binger, et al.
Published: (2025)

SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images
by: Sumbul, Gencer, et al.
Published: (2025)

DFPF-Net: Dynamically Focused Progressive Fusion Network for Remote Sensing Change Detection
by: Wang, Chengming, et al.
Published: (2026)

Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward
by: Tuia, Devis, et al.
Published: (2023)

BEN: Using Confidence-Guided Matting for Dichotomous Image Segmentation
by: Meyer, Maxwell, et al.
Published: (2025)

CGCCE-Net:Change-Guided Cross Correlation Enhancement Network for Remote Sensing Building Change Detection
by: Wang, ChengMing
Published: (2025)

HyCoT: A Transformer-Based Autoencoder for Hyperspectral Image Compression
by: Fuchs, Martin Hermann Paul, et al.
Published: (2024)

OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing
by: Xiang, Xiang, et al.
Published: (2025)

Spatial, Temporal, and Geometric Fusion for Remote Sensing Images
by: Albanwan, Hessah
Published: (2024)

Remote Sensing Image Enhancement through Spatiotemporal Filtering
by: Albanwan, Hessah
Published: (2024)

Solution for Authenticity Identification of Typical Target Remote Sensing Images
by: Lin, Yipeng, et al.
Published: (2024)

MGCR-Net:Multimodal Graph-Conditioned Vision-Language Reconstruction Network for Remote Sensing Change Detection
by: Wang, Chengming, et al.
Published: (2025)

Sparse Focus Network for Multi-Source Remote Sensing Data Classification
by: Jin, Xuepeng, et al.
Published: (2024)

Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation
by: Wu, Linshan, et al.
Published: (2024)

AgriPotential: A Novel Multi-Spectral and Multi-Temporal Remote Sensing Dataset for Agricultural Potentials
by: Sakka, Mohammad El, et al.
Published: (2025)

Precision Spatio-Temporal Feature Fusion for Robust Remote Sensing Change Detection
by: Wijenayake, Buddhi, et al.
Published: (2025)

Remote Sensing Data Assimilation with a Chained Hydrologic-hydraulic Model for Flood Forecasting
by: Nguyen, Thanh Huy, et al.
Published: (2024)

A Novel Scene Coupling Semantic Mask Network for Remote Sensing Image Segmentation
by: Ma, Xiaowen, et al.
Published: (2025)

Generative Adversarial Networks for Spatio-Spectral Compression of Hyperspectral Images
by: Fuchs, Martin Hermann Paul, et al.
Published: (2023)

Understanding What Is Not Said:Referring Remote Sensing Image Segmentation with Scarce Expressions
by: Ye, Kai, et al.
Published: (2025)

On the Adversarial Vulnerabilities of Transfer Learning in Remote Sensing
by: Bai, Tao, et al.
Published: (2025)

Adaptive Rectangular Convolution for Remote Sensing Pansharpening
by: Wang, Xueyang, et al.
Published: (2025)