#remote sensing
13 papers match
Large scale cross-regional remote sensing flood monitoring framework for operative mapping and impact analysis
Ilya Novikov, Svetlana Illarionova, Ruslan Dzharkinov +6
The paper proposes an end‑to‑end multimodal deep‑learning framework that combines SAR, multispectral and elevation data to detect flood water surfaces and assess damage across larg…
CoRE-UIR: Prior-guided common and residual experts for efficient all-in-one remote sensing image restoration
Zaiyan Zhang, Qiangqiang Yuan, Jie Li +5
The paper introduces CoRE-UIR, a prior‑guided framework that separates restoration into a common dense expert and low‑rank residual experts to efficiently handle multiple degradati…
Think with Extra-Image: A Farmland Segmentation Agent Driven by Spatio-Temporal Information Gain
Haiyang Wu, Weiliang Mu, Zhuofei Du +4
The paper introduces FarmSeeker, a dynamic segmentation agent that detects ambiguous farmland regions in remote sensing images and queries additional spatio‑temporal data to improv…
FootprintNet: State-Transition-Guided Dynamic Footprint Learning for Multi-temporal Remote Sensing Change Detection
Haotian Zhang, Hao Chen, Han Guo +2
The paper introduces FootprintNet, a deep learning framework that detects and classifies dynamic building-change footprints over time in multi-temporal remote sensing images by mod…
Post-Disaster Affected Area Segmentation with a Vision Transformer (ViT)-based EVAP Model using Sentinel-2 and Formosat-5 Imagery
Yi-Shan Chu, Hsuan-Cheng Wei
The paper presents a vision‑transformer based framework that expands a small set of manually labeled disaster areas using PCA and a confidence index, then trains encoder‑decoder mo…
NeSy-Route: A Neuro-Symbolic Benchmark for Constrained Route Planning in Remote Sensing
Ming Yang, Zhi Zhou, Shi-Yu Tian +3
NeSy-Route is a large-scale neuro‑symbolic benchmark that provides automatically generated, constrained route‑planning tasks for remote‑sensing images, together with optimal soluti…
Label-Decoupled Style Augmentation for Domain Generalization in Multi-Label Remote Sensing Scene Classification
Alaa Almouradi, Erchan Aptoula
The paper introduces a label‑decoupled style augmentation method that perturbs feature statistics only within label‑specific regions to improve domain generalization for multi‑labe…
PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates
Parisa Masnadi Khiabani, Wolfgang Jentner, Alireza Rangrazjeddi +4
The paper presents PlumeQuant, a framework that quantifies uncertainty and consistency of methane plume masks and derived emission rates by generating alternative plausible masks w…
The orientation of the Amazonian geoglyphs as a clue for their interpretation
Giulio Magli
The paper uses remote sensing and archaeoastronomy to analyze the orientations of 326 Amazonian earthwork geoglyphs, finding that their alignments are non‑random and reflect a deli…
Selective avoidance of multiple line-of-sight obstacles at 130~m using locally bending space-time wave packets
Layton A. Hall, Murat Yessenov, Isabelle Lebron +1
The paper demonstrates pulsed space‑time wave packets whose spatiotemporal spectrum is engineered to locally bend around one or multiple line‑of‑sight obstacles, allowing the beam…
TerraLogic: A Benchmark for Hierarchical Geospatial Reasoning in Earth Observation
Yuhang Yan, Linchao Mou, Bokang Yang +1
The paper introduces TerraLogic, a benchmark of 545 hierarchical geospatial reasoning tasks for remote sensing, and presents HieraPlan, a tool-augmented agent that organizes toolki…
A Novel Method to Evaluate Models on Unreliable, Noisy and Inconsistent Labels: Adaptive Resolution Label Aggregation (ARLA)
Natasha Randall, Gernot Heisenberg
The paper proposes Adaptive Resolution Label Aggregation (ARLA), a technique that dynamically adjusts the resolution of labels and model predictions during inference to more accura…
Potential Solar Precursors to Magnetic Switchbacks
Durgesh Tripathi, Maria S. Madjarska, Judy Karpen +9
The paper reviews how large‑scale coronal dynamics and small‑scale solar atmospheric events could act as precursors to the magnetic switchbacks observed by the Parker Solar Probe,…
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