Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1902.06148
Cited By
v1
v2
v3 (latest)
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding
16 February 2019
Gencer Sumbul
Marcela Charfuelan
Begüm Demir
Volker Markl
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding"
50 / 196 papers shown
GEO-Bench-2: From Performance to Capability, Rethinking Evaluation in Geospatial AI
Naomi Simumba
Nils Lehmann
Paolo Fraccaro
Hamed Alemohammad
Geeth De Mel
...
Nicolas Longépé
Xiao Xiang Zhu
Hannah Kerner
Juan Bernabé-Moreno
Alexander Lacoste
ELM
VLM
324
4
0
19 Nov 2025
OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation
Henry Herzog
Favyen Bastani
Yawen Zhang
Gabriel Tseng
Joseph Redmon
...
Hannah Kerner
Evan Shelhamer
Ali Farhadi
Ranjay Krishna
Patrick Beukema
VGen
248
4
0
17 Nov 2025
Linear Mode Connectivity under Data Shifts for Deep Ensembles of Image Classifiers
C. Hepburn
T. Zielke
A.P. Raulf
197
0
0
06 Nov 2025
Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges
Liling Yang
Ning Chen
Jun Yue
Yidan Liu
Jiayi Ma
Pedram Ghamisi
Antonio J. Plaza
Leyuan Fang
AI4TS
253
2
0
27 Oct 2025
Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification
Chenying Liu
Gianmarco Perantoni
Lorenzo Bruzzone
Xiao Xiang Zhu
158
0
0
09 Oct 2025
ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures
Shiwen Qin
Alexander Auras
Shay B. Cohen
Elliot J. Crowley
Michael Moeller
Linus Ericsson
Jovita Lukasik
168
0
0
06 Oct 2025
GeoVLM-R1: Reinforcement Fine-Tuning for Improved Remote Sensing Reasoning
Mustansar Fiaz
Hiyam Debary
P. Fraccaro
D. Paudel
Luc Van Gool
Fahad Shahbaz Khan
Salman Khan
ObjD
OffRL
VLM
LRM
394
7
0
29 Sep 2025
Zero-Shot Multi-Spectral Learning: Reimagining a Generalist Multimodal Gemini 2.5 Model for Remote Sensing Applications
Ganesh Mallya
Yotam Gigi
Dahun Kim
Maxim Neumann
Genady Beryozkin
Tomer Shekel
A. Angelova
VLM
152
0
0
23 Sep 2025
Lightweight Metadata-Aware Mixture-of-Experts Masked Autoencoder for Earth Observation
Mohanad Albughdadi
MoE
98
1
0
13 Sep 2025
MCANet: A Multi-Scale Class-Specific Attention Network for Multi-Label Post-Hurricane Damage Assessment using UAV Imagery
Zhangding Liu
Neda Mohammadi
John E. Taylor
119
0
0
05 Sep 2025
RiverScope: High-Resolution River Masking Dataset
Rangel Daroya
Taylor Rowley
Jonathan Flores
Elisa Friedmann
Fiona Bennitt
...
Thomas E. Howard
Yanqi Ye
Audrey Turcotte
Colin J. Gleason
Subhransu Maji
167
2
0
02 Sep 2025
Checkmate: interpretable and explainable RSVQA is the endgame
Lucrezia Tosato
Christel Chappuis
Syrielle Montariol
F. Weissgerber
Sylvain Lobry
D. Tuia
230
1
0
18 Aug 2025
Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering
Elman Ghazaei
Erchan Aptoula
275
0
0
12 Aug 2025
Can Multitask Learning Enhance Model Explainability?
Hiba Najjar
Bushra Alshbib
A. Dengel
127
0
0
09 Aug 2025
On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025
Jonas Klotz
Tom Burgert
Tim Siebert
446
4
0
08 Jul 2025
AgriPotential: A Novel Multi-Spectral and Multi-Temporal Remote Sensing Dataset for Agricultural Potentials
International Conference on Content-Based Multimedia Indexing (CBMI), 2025
Mohammad El Sakka
Caroline De Pourtales
Lotfi Chaari
Josiane Mothe
262
2
0
13 Jun 2025
Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models
Isaac Corley
Lakshay Sharma
Ruth Crasto
181
1
0
10 Jun 2025
EarthMind: Leveraging Cross-Sensor Data for Advanced Earth Observation Interpretation with a Unified Multimodal LLM
Yan Shu
Bin Ren
Zhitong Xiong
Danda Pani Paudel
Luc Van Gool
Begüm Demir
Andrii Zadaianchuk
Paolo Rota
VLM
344
1
0
02 Jun 2025
Geospatial Foundation Models to Enable Progress on Sustainable Development Goals
Pedram Ghamisi
Weikang Yu
Xiaokang Zhang
Aldino Rizaldy
Jian Wang
Chufeng Zhou
R. Gloaguen
Gustau Camps-Valls
364
9
0
30 May 2025
REOBench: Benchmarking Robustness of Earth Observation Foundation Models
Xiang Li
Yong Tao
Siyuan Zhang
Siwei Liu
Zhitong Xiong
Chunbo Luo
L. J. Liu
Mykola Pechenizkiy
Xiao Xiang Zhu
T. Huang
408
6
0
22 May 2025
Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification
Bernardin Ligan
Khalide Jbilou
Fahd Kalloubi
Ahmed Ratnani
346
2
0
21 May 2025
Visual Question Answering on Multiple Remote Sensing Image Modalities
Hichem Boussaid
Lucrezia Tosato
F. Weissgerber
Camille Kurtz
Laurent Wendling
Sylvain Lobry
208
8
0
21 May 2025
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2025
Xingxing Weng
Chao Pang
Gui-Song Xia
VLM
484
27
0
20 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach
Pierre Adorni
M. Pham
Stéphane May
Sébastien Lefèvre
300
4
0
06 May 2025
Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing
Yuchang Jiang
Maxim Neumann
198
2
0
03 May 2025
CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis
Alexander Baumann
Leonardo Ayala
Siyang Song
Jan Sellner
Alexander Studier-Fischer
Berkin Özdemir
Lena Maier-Hein
Slobodan Ilic
413
0
0
27 Apr 2025
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology
Elena Plekhanova
Damien Robert
Johannes Dollinger
Emilia Arens
Philipp Brun
Jan Dirk Wegner
Niklaus Zimmermann
421
2
0
25 Apr 2025
A Genealogy of Foundation Models in Remote Sensing
Kevin Lane
Morteza Karimzadeh
550
1
0
24 Apr 2025
FPGA-Based Neural Network Accelerators for Space Applications: A Survey
Pedro Antunes
Artur Podobas
332
5
0
22 Apr 2025
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data
Benedikt Blumenstiel
P. Fraccaro
V. Marsocci
Johannes Jakubik
Stefano Maurogiovanni
...
Rocco Sedona
Gabriele Cavallaro
Thomas Brunschwiler
Juan Bernabé-Moreno
Nicolas Longépé
349
11
0
15 Apr 2025
Efficient Mixture of Geographical Species for On Device Wildlife Monitoring
Emmanuel Azuh Mensah
Joban Mand
Yueheng Ou
Min Jang
Kurtis Heimerl
323
0
0
11 Apr 2025
COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails
Miguel Espinosa
V. Marsocci
Yuru Jia
Elliot J. Crowley
Mikolaj Czerkawski
DiffM
430
3
0
11 Apr 2025
Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation
Thomas Kerdreux
A. Tuel
Quentin Febvre
A. Mouche
Bertrand Chapron
433
7
0
09 Apr 2025
ATM-Net: Anatomy-Aware Text-Guided Multi-Modal Fusion for Fine-Grained Lumbar Spine Segmentation
Sheng Lian
Dengfeng Pan
Jianlong Cai
Guang-Yong Chen
Zhun Zhong
Shaozi Li
Shen Zhao
Shuo Li
339
4
0
04 Apr 2025
MIMRS: A Survey on Masked Image Modeling in Remote Sensing
Shabnam Choudhury
Akhil Vasim
Michael Schmitt
Biplab Banerjee
391
1
0
04 Apr 2025
A large-scale image-text dataset benchmark for farmland segmentation
Earth System Science Data (ESSD), 2025
Chao Tao
Dandan Zhong
Weiliang Mu
Zhuofei Du
Haiyang Wu
242
3
0
29 Mar 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality
Ziyue Huang
Hongxi Yan
Qiqi Zhan
Shuai Yang
Mingming Zhang
Yiming Lei
Chenkai Zhang
Zeming Liu
Qingjie Liu
Longji Xu
521
18
0
28 Mar 2025
Ice-FMBench: A Foundation Model Benchmark for Sea Ice Type Segmentation
Samira Alkaee Taleghan
Morteza Karimzadeh
A. Barrett
Walter N. Meier
F. Banaei-Kashani
363
0
0
28 Mar 2025
DGTRSD & DGTRS-CLIP: A Dual-Granularity Remote Sensing Image-Text Dataset and Vision Language Foundation Model for Alignment
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025
Weizhi Chen
Yupeng Deng
Jin Wei
Jingbo Chen
Jiansheng Chen
Yuman Feng
Zhihao Xi
Diyou Liu
Kai Li
Yu Meng
VLM
391
2
0
25 Mar 2025
IceBench: A Benchmark for Deep Learning based Sea Ice Type Classification
Remote Sensing (RS), 2025
Samira Alkaee Taleghan
A. Barrett
Walter N. Meier
F. Banaei-Kashani
VLM
251
6
0
22 Mar 2025
DynamicVis: Dynamic Visual Perception for Efficient Remote Sensing Foundation Models
Keyan Chen
Chenyang Liu
Bowen Chen
Wenyuan Li
Zhengxia Zou
Zhenwei Shi
Zhenwei Shi
337
19
0
20 Mar 2025
Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation
Clive Tinashe Marimo
Benedikt Blumenstiel
Maximilian Nitsche
Johannes Jakubik
Thomas Brunschwiler
386
6
0
20 Mar 2025
EarthScape: A Multimodal Dataset for Surficial Geologic Mapping and Earth Surface Analysis
Matthew Massey
Abdullah-Al-Zubaer Imran
Abdullah-Al-Zubaer Imran
294
0
0
19 Mar 2025
Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data
Haozhe Si
Yuxuan Wan
Minh Do
Deepak Vasisht
Han Zhao
Hendrik Hamann
639
3
0
17 Mar 2025
MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification with Zoom-Free Remote Sensing Imagery
IEEE/CAA Journal of Automatica Sinica (IEEE/CAA J. Autom. Sin.), 2025
Yansheng Li
Yuning Wu
Gong Cheng
Chao Tao
Bo Dang
...
Chuxu Zhang
Wenshu Fan
Xianfeng Tang
Jiayi Ma
Yongjun Zhang
232
28
0
14 Mar 2025
Lossy Neural Compression for Geospatial Analytics: A Review
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2025
Carlos Gomes
Isabelle Wittmann
Damien Robert
Johannes Jakubik
Tim Reichelt
...
Romeo Kienzler
Rania Briq
Sabrina Benassou
Michele Lazzarini
C. Albrecht
526
13
0
03 Mar 2025
SAR-W-MixMAE: SAR Foundation Model Training Using Backscatter Power Weighting
Ali Caglayan
Nevrez Imamoglu
T. Kouyama
552
4
0
03 Mar 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing
Xiang Xiang
Zhuo Xu
Yao Deng
Yuwen Tan
Yifan Liang
Ke Chen
Qingfang Zheng
Yaowei Wang
Xilin Chen
Wen Gao
VLM
526
3
0
28 Feb 2025
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis
Angelos Zavras
Dimitrios Michail
Xiao Xiang Zhu
Tim Siebert
Ioannis Papoutsis
VLM
509
5
0
13 Feb 2025
Multi-Agent Geospatial Copilots for Remote Sensing Workflows
Chaehong Lee
Varatheepan Paramanayakam
Andreas Karatzas
Yanan Jian
Michael Fore
Heming Liao
Fuxun Yu
Ruopu Li
Iraklis Anagnostopoulos
Dimitrios Stamoulis
331
17
0
28 Jan 2025
1
2
3
4
Next
Page 1 of 4
