Remote Sensing

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Period ending 2026-09-21

15 new papers

A weekly snapshot of new work published in Remote Sensing.

Period ending 2026-09-14

5 new papers

A weekly snapshot of new work published in Remote Sensing.

Period ending 2026-09-07

8 new papers

A weekly snapshot of new work published in Remote Sensing.

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431 papers

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  1. Toward Scalable SDN for LEO Mega-Constellations: A Graph Learning Approach

    Apr 30, 2026Sivaram Krishnan, Bassel Al Homssi, Zhouyou Gu +3SatelliteMobile Networks

  2. Representative Spectral Correlation Network for Multi-source Remote Sensing Image Classification

    Apr 30, 2026Chuanzheng Gong, Feng Gao, Junyan Lin +2Hyperspectral Image ClassificationRemote Sensing

  3. Continuous Flood Nowcasting in South Asia: A Multi-Sensor Ensemble Remote Sensing Framework for Flood Extent

    Apr 29, 2026Usman Nazir, Disha Gomathinayagam, Muhammad Kamran +1Flood DetectionSen1Floods11

  4. HQ-UNet: A Hybrid Quantum-Classical U-Net with a Quantum Bottleneck for Remote Sensing Image Segmentation

    Apr 29, 2026Md Aminur Hossain, Ayush V. Patel, Ikshwaku Vanani +1Hybrid Quantum Neural NetworksRemote Sensing Image Segmentation

  5. Bidirectional Semantic Complementary Tool Retrieval for Remote Sensing Agents

    Apr 29, 2026Zeyuan Wang, Dongyang Hou, Cheng Yang +10Remote SensingAgentic Retrieval

  6. Parameterized Quantum Circuits as Feature Maps: Representation Quality and Readout Effects in Multispectral Land-Cover Classification

    Apr 29, 2026Ralntion Komini, Aikaterini Mandilara, Georgios Maragkopoulos +1Quantum KernelsNormalized Difference Vegetation Index

  7. Star-Fusion: A Multi-modal Transformer Architecture for Discrete Celestial Orientation via Spherical Topology

    Apr 29, 2026May Hammad, Menatallh HammadSatelliteSpatio-Temporal Transformers

  8. Seeking Consensus: Geometric-Semantic On-the-Fly Recalibration for Open-Vocabulary Remote Sensing Semantic Segmentation

    Apr 29, 2026Guanchun Wang, Chenxiao Wu, Xiangrong Zhang +4Remote Sensing Image SegmentationOpen-Vocabulary

  9. SARU: A Shadow-Aware and Removal Unified Framework for Remote Sensing Images with New Benchmarks

    Apr 28, 2026Zi-Yang Bo, Wei Lu, Hongruixuan Chen +2Shadow RemovalRemote Sensing

  10. Edge-Cloud Collaborative Reconstruction via Structure-Aware Latent Diffusion for Downstream Remote Sensing Perception

    Apr 28, 2026Yun Li, Xianju LiDiffusion-Based Super-Resolution FrameworkRemote Sensing

  11. Towards Seamless Lunar Mosaics: Deep Radiometric Normalization for Cross-Sensor Orbital Imagery Using Chandrayaan-2 TMC Data

    Apr 28, 2026Pratincha Singh, Jai Gopal Singla, Prashant Hemrajani +3Lunar SurfaceSatellite Imagery

  12. Do Foundation Model Embeddings Improve Cross-Country Crop Yield Generalisation? A Leave-One-Country-Out Evaluation in Sub-Saharan Africa

    Apr 27, 2026Yaw Osei AdjeiGeospatial Foundation ModelsCrop

  13. Agentic AI for Remote Sensing: Technical Challenges and Research Directions

    Apr 27, 2026Muhammad Akhtar Munir, Muhammad Umer Sheikh, Akashah Shabbir +5Cloud-Aware Earth Observation SequencesEarth Observation

  14. 6thGrid-Net: Unified Remote Sensing Image Dehazing Based on Color Restoration and Edge-Preserving

    Apr 27, 2026Runci Bai, Kui Jiang, Xiang Chen +4Image RestorationSingle Image Dehazing

  15. Open-Vocabulary Semantic Segmentation Network Integrating Object-Level Label and Scene-Level Semantic Features for Multimodal Remote Sensing Images

    Apr 27, 2026Jinkun Dai, Yuanxin Ye, Peng Tang +4Remote Sensing Image SegmentationRemote Sensing

  16. JSSFF: A Joint Structural-Semantic Fusion Framework for Remote Sensing Image Captioning

    Apr 27, 2026Swadhin Das, Vivek YadavRemote Sensing Image Change CaptioningRemote Sensing

  17. From Noisy Historical Maps to Time-Series Oil Palm Mapping Without Annotation in Malaysia and Indonesia (2020-2024)

    Apr 26, 2026Nuttaset Kuapanich, Juepeng Zheng, Bohan Shi +6Forest InventorySentinel-2

  18. A satellite foundation model for improved wealth monitoring

    Apr 25, 2026Zhuo Zheng, Iván Higuera-Mendieta, Richard Lee +5Satellite DataSri Lanka

  19. Urban Flood Observations: A hand-labeled training and validation dataset of post-flood inundation

    Apr 24, 2026Rohit Mukherjee, Hannah K. Friedrich, Beth Tellman +5Flood DetectionSen1Floods11

  20. ChangeQuery: Advancing Remote Sensing Change Analysis for Natural and Human-Induced Disasters from Visual Detection to Semantic Understanding

    Apr 24, 2026Dongwei Sun, Jing Yao, Kan Wei +6DisastersRemote Sensing

  21. SyMTRS: Benchmark Multi-Task Synthetic Dataset for Depth, Domain Adaptation and Super-Resolution in Aerial Imagery

    Apr 23, 2026Safouane El Ghazouali, Nicola Venturi, Michael Rueegsegger +1Remote SensingAerial Dataset

  22. Unlocking Multi-Spectral Data for Multi-Modal Models with Guided Inputs and Chain-of-Thought Reasoning

    Apr 22, 2026Dahun Kim, Ganesh Satish Mallya, Anelia AngelovaMultiple Hyperspectral BenchmarksRemote Sensing

  23. Global Offshore Wind Infrastructure: Deployment and Operational Dynamics from Dense Sentinel-1 Time Series

    Apr 22, 2026Thorsten Hoeser, Felix Bachofer, Claudia KuenzerOffshore Wind TurbineSentinel-2

  24. RSRCC: A Remote Sensing Regional Change Comprehension Benchmark Constructed via Retrieval-Augmented Best-of-N Ranking

    Apr 22, 2026Roie Kazoom, Yotam Gigi, George Leifman +2Remote SensingChange Detection

  25. Evaluating Remote Sensing Image Captions Beyond Metric Biases

    Apr 22, 2026Ziyun Chen, Fan Liu, Liang Yao +3Remote Sensing Image Change CaptioningRemote Sensing

  26. Fast-then-Fine: A Two-Stage Framework with Multi-Granular Representation for Cross-Modal Retrieval in Remote Sensing

    Apr 22, 2026Xi Chen, Xu Chen, Xiangyang Jia +3Multimodal RetrievalRemote Sensing

  27. Optimal Routing for Federated Learning over Dynamic Satellite Networks: Tractable or Not?

    Apr 21, 2026Yi Zhao, Di Yuan, Tao Deng +2Federated LearningWireless Resource Allocation

  28. HarmoniDiff-RS: Training-Free Diffusion Harmonization for Satellite Image Composition

    Apr 21, 2026Xiaoqi Zhuang, Jefersson A. Dos Santos, Jungong HanRemote SensingVisible Image Fusion

  29. Attention-based Multi-modal Deep Learning Model of Spatio-temporal Crop Yield Prediction with Satellite, Soil and Climate Data

    Apr 21, 2026Gopal Krishna Shyam, Ila ChandrakarSatellite DataSatellite Imagery

  30. Differentiable Satellite Constellation Configuration via Relaxed Coverage and Revisit Objectives

    Apr 21, 2026Shreeyam Kacker, Kerri CahoySatelliteGenetic Algorithms

  31. Revisiting Change VQA in Remote Sensing with Structured and Native Multimodal Qwen Models

    Apr 20, 2026Yakoub Bazi, Mohamad M. Al Rahhal, Mansour Zuair +1Remote SensingKnowledge-Based Visual Question Answering

  32. DiffuSAM: Diffusion Guided Zero-Shot Object Grounding for Remote Sensing Imagery

    Apr 20, 2026Geet Sethi, Panav Shah, Ashutosh Gandhe +1Remote Sensing Image SegmentationSequential Visual Localization

  33. Earth System Foundation Model (ESFM): A unified framework for heterogeneous data integration and forecasting

    Apr 20, 2026Firat Ozdemir, Yun Cheng, Salman Mohebi +11Time Series Foundation ModelsGeospatial Foundation Models

  34. RS-HyRe-R1: A Hybrid Reward Mechanism to Overcome Perceptual Inertia for Remote Sensing Images Understanding

    Apr 19, 2026Gaozhi Zhou, Hu He, Peng Shen +8Remote SensingPerceptual Understanding

  35. RemoteShield: Enable Robust Multimodal Large Language Models for Earth Observation

    Apr 19, 2026Rui Min, Liang Yao, Shiyu Miao +5Remote SensingEarth Observation

  36. When Earth Foundation Models Meet Diffusion: An Application to Land Surface Temperature Super-Resolution

    Apr 18, 2026Yiheng Chen, Zihui Ma, Peishi Jiang +6Remote SensingHyperspectral Imaging

  37. Towards Realistic Open-Vocabulary Remote Sensing Segmentation: Benchmark and Baseline

    Apr 17, 2026Bingyu Li, Tao Huo, Haocheng Dong +4Remote Sensing Image SegmentationOpen-Vocabulary

  38. Building Extraction from Remote Sensing Imagery under Hazy and Low-light Conditions: Benchmark and Baseline

    Apr 16, 2026Feifei Sang, Wei Lu, Hongruixuan Chen +2Single Image DehazingRemote Sensing

  39. Geo2Sound: A Scalable Geo-Aligned Framework for Soundscape Generation from Satellite Imagery

    Apr 16, 2026Kunlin Wu, Yanning Wang, Haofeng Tan +6SonificationSatellite Imagery

  40. Physically-Induced Atmospheric Adversarial Perturbations: Enhancing Transferability and Robustness in Remote Sensing Image Classification

    Apr 16, 2026Weiwei Zhuang, Wangze Xie, Qi Zhang +9FogAdversarial Transferability

  41. MapSR: Prompt-Driven Land Cover Map Super-Resolution via Vision Foundation Models

    Apr 16, 2026Ruiqi Wang, Qi Yu, Jie Ma +1Normalized Difference Vegetation IndexSuper-Resolution Framework

  42. Towards Lifelong Aerial Autonomy: Geometric Memory Management for Continual Visual Place Recognition in Dynamic Environments

    Apr 10, 2026Xingyu Shao, Zhiqiang Yan, Liangzheng Sun +5Drone-View Geo-LocalizationVisual Place Recognition

  43. ProtoFlow: Mitigating Forgetting in Class-Incremental Remote Sensing Segmentation via Low-Curvature Prototype Flow

    Apr 3, 2026Jiekai Wu, Rong Fu, Chuangqi Li +10Remote Sensing Image SegmentationLearnable Prototypes

  44. Satellite-Free Training for Drone-View Geo-Localization

    Apr 2, 2026Tao Liu, Yingzhi Zhang, Kan Ren +1Drone-View Geo-LocalizationSatellite Imagery

  45. Online Learning for Dynamic Constellation Topologies

    Mar 26, 2026João Norberto, Ricardo Ferreira, Cláudia SoaresSatelliteNetworked Systems

  46. GeoHeight-Bench: Towards Height-Aware Multimodal Reasoning in Remote Sensing

    Mar 26, 2026Xuran Hu, Zhitong Xiong, Zhongcheng Hong +3Remote SensingEarth Observation

  47. A Latent Representation Learning Framework for Hyperspectral Image Emulation in Remote Sensing

    Mar 23, 2026Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel +1Hyperspectral ImagingRemote Sensing

  48. SHARP: Spectrum-aware Highly-dynamic Adaptation for Resolution Promotion in Remote Sensing Synthesis

    Mar 23, 2026Bingxuan Zhao, Qing Zhou, Chuang Yang +1Remote SensingDenoising Diffusion Probabilistic Model

  49. EpiMask: Leveraging Epipolar Distance Based Masks in Cross-Attention for Satellite Image Matching

    Mar 23, 2026Rahul Deshmukh, Aditya Chauhan, Avinash KakEpipolar StructuresFeature Matching

  50. NeSy-Route: A Neuro-Symbolic Benchmark for Constrained Route Planning in Remote Sensing

    Mar 17, 2026Ming Yang, Zhi Zhou, Shi-Yu Tian +3Remote SensingNeuro-Symbolic Framework

  51. GroundSet: A Cadastral-Grounded Dataset for Spatial Understanding with Vector Data

    Mar 15, 2026Roger Ferrod, Maël Lecene, Krishna Sapkota +4Spatial GroundingRemote Sensing

  52. TerraDiT: Point-Conditioned Diffusion Transformer for Satellite Image Synthesis

    Mar 2, 2026Srikumar Sastry, Dan Cher, Brian Wei +4Remote SensingGenerative

  53. Make Some Noise: Unsupervised Remote Sensing Change Detection Using Latent Space Perturbations

    Feb 23, 2026Blaž Rolih, Matic Fučka, Filip Wolf +1Change DetectionRemote Sensing

  54. OpenEarthAgent: A Unified Framework for Tool-Augmented Geospatial Agents

    Feb 19, 2026Akashah Shabbir, Muhammad Umer Sheikh, Muhammad Akhtar Munir +8Cloud-Aware Earth Observation SequencesSatellite Imagery

  55. Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather Covariates

    Feb 4, 2026Irene Iele, Giulia Romoli, Daniele Molino +4Weather ModelsSpatio-Temporal Forecasting

  56. Towards Realistic Remote Sensing Dataset Distillation with Discriminative Prototype-guided Diffusion

    Jan 22, 2026Yonghao Xu, Pedram Ghamisi, Qihao WengRemote SensingDiscriminative

  57. Utilizing Earth Foundation Models to Enhance the Simulation Performance of Hydrological Models with AlphaEarth Embeddings

    Jan 4, 2026Pengfei Qu, Wenyu Ouyang, Chi Zhang +6Fundamental Hydrological PrinciplesGeospatial Foundation Models

  58. A UAV-Based Multispectral and RGB Dataset for Multi-Stage Paddy Crop Monitoring in Indian Agricultural Fields

    Jan 3, 2026Adari Rama Sukanya, Puvvula Roopesh Naga Sri Sai, Bodduru Neshika +1Multiple Hyperspectral BenchmarksCrop

  59. VLM2GeoVec: Toward Universal Multimodal Embeddings for Remote Sensing

    Dec 12, 2025Emanuel Sánchez Aimar, Gulnaz Zhambulova, Fahad Shahbaz Khan +2Remote Sensing

  60. LiM-YOLO: Less is More with Pyramid Level Shift for Ship Detection in Optical Remote Sensing

    Dec 10, 2025Seon-Hoon Kim, Yerin Kim, Hyeji Sim +3Yolo26Yolov8-Nano Model