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Muhammad Akhtar Munir, Muhammad Umer Sheikh, Akashah Shabbir, Muhammad Haris Khan, Fahad Khan, Xiao Xiang Zhu, Begüm Demir, Salman Khan
Agentic AI for Remote Sensing: Technical Challenges and Research Directions
Luca Dell Amore, Lorenzo Bruno Garavelli, Nicola Gollin, Michele Martone,Paola Rizzoli, Begüm Demir
A Deep Learning Framework for Joint On-Board InSAR Phase Denoising and Compression
Viola-Joanna Stamer, Panagiotis Agrafiotis, Behnood Rasti, Begüm Demir
OceanMAE: A Foundation Model for Ocean Remote Sensing
Johann-Ludwig Herzog, Mathis Jürgen Adler, Leonard Hackel, Yan Shu, Angelos Zavras, Ioannis Papoutsis, Paolo Rota, Begüm Demir
BigEarthNet.txt: A Large-Scale Multi-Sensor Image-Text Dataset and Benchmark for Earth Observation
Martin Hermann Paul Fuchs, Behnood Rasti, Begüm Demir
HyVIC: A Metric-Driven Spatio-Spectral Hyperspectral Image Compression Architecture Based on Variational Autoencoders
Yan Shu, Bin Ren, Zhitong Xiong, Xiao Xiang Zhu, Begüm Demir, Nicu Sebe, Paolo Rota
TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation
Behnood Rasti, Bikram Koirala, Paul Scheunders
MiSiSUn: Minimum Simplex Semisupervised Unmixing
Fabian Jaensch, Çağkan Yapar, Giuseppe Caire, Begüm Demir
Radio Map Prediction from Noisy Environment Information and Sparse Observations
Angelos Zavras, Dimitrios Michail, Xiao Xiang Zhu, Begüm Demir, Ioannis Papoutsis
GAIA: A global, multimodal, multiscale vision–language dataset for remote sensing image analysis
Leonard Hackel, Tom Burgert, Begüm Demir