Remote Sensing

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15 papers in the last 28 days · 0.2% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Satellite ImageryNormalized Difference Vegetation IndexSatelliteRemote Sensing Image SegmentationSentinel-2Satellite Data

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Period ending 2026-09-21

5 new papers

A weekly snapshot of new work published in Remote Sensing.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Remote Sensing.

Period ending 2026-09-07

5 new papers

A weekly snapshot of new work published in Remote Sensing.

187 papers

Latest in Remote Sensing

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CardsList

  1. MambaRefine-CD: MambaVision with Region-Boundary Temporal Refinement

    Jul 5, 2026Dineth Perera, Thaariq Firdous, Oshadha Samarakoon +3Change DetectionSharp Boundary Delineation

  2. IPDiff: Diffusion-driven ORSI Salient Object Detection with Information Reconstruction and Multi-Prior Guidance

    Jul 4, 2026Gongyang Li, Zhen Bai, Runmin Cong +3SaliencyDiffusion Refinement

  3. Moonstone: A Multimodal Foundation Model and Benchmark for Lunar Remote Sensing

    Jul 3, 2026Ayush Prasad, Swarnalee MazumderRemote SensingMultimodal Foundation Model

  4. LBTCap: A Lightweight Bilateral Transformer for Real-Time Remote Sensing Image Change Captioning

    Jul 3, 2026Licheng Zhang, Siew-Kei Lam, Naveed AkhtarRemote Sensing Image Change CaptioningRemote Sensing

  5. Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment

    Jul 2, 2026Ziyao Wang, Maonan Wang, Yucheng He +5Remote SensingRemoval

  6. GeoSearcher: Anchor-Guided Progressive Reasoning for Remote Sensing Visual Grounding with Process Supervision

    Jul 1, 2026Dianyu Wang, Peirong Zhang, Xuyang Li +2Remote SensingSequential Visual Localization

  7. JL1-CC&QA: Extending the JL1-CD Benchmark with Change Captioning and Question Answering

    Jun 30, 2026Ziyuan Liu, Ruifei Zhu, Ouqiao Ma +1Remote SensingNormalized Difference Vegetation Index

  8. FROST: Training-Free Few-Shot Segmentation with Frozen Features and Nonparametric Statistics

    Jun 30, 2026Junghwan ParkFew-Shot SegmentationRemote Sensing

  9. TerraDiT-ΩΩ: Unified Spatial Control for Satellite Image Synthesis with Any Geospatial Primitive

    Jun 30, 2026Brian Wei, Srikumar Sastry, Daniel Cher +2Satellite ImageryGeospatial

  10. ExACT: Exemplar-Driven Calibrated Refinement for Training-Free Visual Grounding in Remote Sensing Images

    Jun 27, 2026Zixiao Zhang, Lingling Li, Pei He +2Remote SensingExplicit Visual Grounding

  11. RSICCLLM: A Multimodal Large Language Model for Remote Sensing Image Change Captioning

    Jun 26, 2026Yelin Wang, Zijia Song, Shuo Ye +6Remote Sensing Image Change CaptioningRemote Sensing

  12. On-board Remote-Sensing Foundation Models for Unsupervised Change Detection of Disaster Events

    Jun 25, 2026S. Ramírez-GallegoRemote SensingChange Detection

  13. DFM: Difference Feature Modeling with Text-Guided Gated Contrastive Loss for Remote Sensing Image Change Captioning

    Jun 25, 2026Yelin Wang, Zijia Song, Chuanguang Yang +4Remote Sensing Image Change CaptioningRemote Sensing

  14. RSGPNet: Geometric Prompting for Remote Sensing Open-Vocabulary Semantic Segmentation

    Jun 25, 2026Shanwen Wang, Xin Sun, Sirui Wang +1Remote Sensing Image SegmentationRemote Sensing

  15. State Space Models Meet Remote Sensing: A Survey

    Jun 24, 2026Qinzhe Yang, Chenyang Liu, Jia Xu +2State Space ModelsRemote Sensing

  16. Efficient Remote Sensing Instance Segmentation with Linear-Time State Space Distilled Visual Foundation Models

    Jun 24, 2026Qinzhe Yang, Keyan Chen, Jia Xu +2Remote Sensing Image SegmentationRemote Sensing

  17. LEVIRDet: A Million-Scale 159-Category Dataset and Foundation Model for Universal Remote Sensing Object Detection

    Jun 24, 2026Qinzhe Yang, Dongyu Wang, Haohan Niu +3Remote SensingObject Detection

  18. Hedgementation = Hedgerow Segmentation: A Remote Sensing Benchmark

    Jun 22, 2026Nathan Senyard, Salem Hamdani, Astrid Zhang +4Remote SensingGround Truth

  19. Changing Modalities: Adapting Remote Sensing Models to New Satellites and Sensors

    Jun 22, 2026Tim G. Zhou, Anthony Fuller, Geoff Pleiss +1Remote SensingSatellite

  20. Prompt-Calibrated SAM 3 for Open-Vocabulary Remote Sensing Semantic Segmentation

    Jun 20, 2026Yanghui Song, Nanqing Liu, Haonan Yin +3Remote Sensing Image SegmentationRemote Sensing

  21. Evaluating and Enhancing Negation Comprehension in Remote Sensing MLLMs

    Jun 18, 2026Haochen Han, Jue Wang, Alex Jinpeng Wang +1Remote SensingNegation

  22. A Unified Framework for Efficient Remote Sensing Visual Question Answering: Adapting Dual, Hybrid, and Encoder-Decoder Architectures

    Jun 17, 2026Timothy Agboada, Shikha Chandel, Yadav Raj Ghimire +1Remote SensingVision-Language Model Adaptation

  23. HLS-GPT: A Generative Pretrained Transformer (GPT) for Continental-Scale NASA Harmonized Landsat and Sentinel-2 (HLS) Reflectance Reconstruction Across All Bands on Arbitrary Dates

    Jun 16, 2026Junjie Li, Hankui K. Zhang, David P. RoySentinel-2Remote Sensing

  24. FusionRS: A Large-Scale RGB-Infrared Remote Sensing Dataset for Dual-Modal Vision-Language Foundation Models

    Jun 15, 2026Jiaju Han, Ben Zhang, Xuemeng Sun +6InfraredRemote Sensing

  25. Beyond Templates: Revisiting Zero-Shot Remote Sensing through Meta-Prompting

    Jun 15, 2026Eirini Baltzi, Dionysis Christopoulos, Sotiris Spanos +2Remote SensingZero-Shot Inference

  26. AEF-Econ: Toward Plug-and-Play Socioeconomic Foundation Embeddings from AlphaEarth for Urban Remote Sensing

    Jun 15, 2026Shuyang Hou, Ziqi Liu, Haoyue Jiao +7Remote SensingUrban Environments

  27. Training-Free Open-Vocabulary Visual Grounding for Remote Sensing Images and Videos

    Jun 15, 2026Ke Li, Di Wang, Yongshan Zhu +5Explicit Visual GroundingVisual Grounding

  28. Multi-Modal Attention for Automated Disaster Damage Assessment Using Remote Sensing Imagery and Deep Learning

    Jun 12, 2026Tewodros Syum Gebre, Jagrati Talreja, Leila Hashemi-BeniPost-Disaster Damage AssessmentRemote Sensing

  29. How do Self-Supervised Remote Sensing Vision Models Transfer to Downstream Tasks?

    Jun 11, 2026Julia Romero, Qin Lv, Morteza KarimzadehGeospatial Foundation ModelsVision Foundation Models

  30. Earth-OneVision: Extending Remote Sensing Multimodal Large Language Models to More Sensor Modalities and Tasks

    Jun 9, 2026Miaoxin Cai, Guanqun Wang, Wei Zhang +6Remote SensingSynthetic Aperture Radar

  31. ZODS-RS -- Zero-training Oriented Detection & Segmentation for Remote Sensing

    Jun 9, 2026Zuan Gu, Tianhan Gao, Langxu ZhaoAerial DatasetRemote Sensing

  32. Vector Map as Language: Toward Unified Remote Sensing Vector Mapping

    Jun 9, 2026Yinglong Yan, Yunkai Yang, Haoyi Wang +7Semantic MappingMapping

  33. PF-Trans: Physics-Embedded Frequency-Aware Transformer for Spectral Reconstruction

    Jun 9, 2026Yuzhe Gui, Tianzhu Liu, Yanfeng Gu +1Spectral ReconstructionFourier

  34. Content-Induced Spatial-Spectral Aggregation Network for Change Detection in Remote Sensing Images

    Jun 9, 2026Yunlong Liu, Zekai ZhangFrequency-Spatial Fusion ModuleChange Detection

  35. iSAGE: A Human-in-the-Loop Framework for Remote Sensing Semantic Segmentation via Sparse Point Supervision

    Jun 8, 2026Osmar Luiz Ferreira de Carvalho, Osmar Abilio de Carvalho Junior, Anesmar Olino de Albuquerque +1Remote Sensing Image SegmentationRemote Sensing

  36. GeoRoPE: Ground-Aware Rotary Adaptation for Remote Sensing Foundation Models

    Jun 8, 2026Yu Luo, Kun Hu, Mengwei He +7Geospatial Foundation ModelsRemote Sensing

  37. NGram-MoSE: Efficient Remote Sensing Super-Resolution via N-Gram Context and Mixture-of-Experts

    Jun 7, 2026Yun-Hsuan Huang, Trong-An Bui, Chih-Hung ChuangDiffusion-Based Super-Resolution FrameworkRemote Sensing

  38. Intercomparison of Machine Learning Algorithms for Remote Sensing-based In-season Crop Mapping

    Jun 4, 2026August Posch, Jitendra Kumar, Forrest M. Hoffman +1Normalized Difference Vegetation IndexRemote Sensing

  39. FAF-CD: Frequency-Aware Fusion for Change Detection under Imperfect Multimodal Remote Sensing

    Jun 2, 2026Yufan Wang, Sokratis Makrogiannis, Chandra KambhamettuChange DetectionFrequency-Spatial Fusion Module

  40. Deep Learning for Remote Sensing to Improve Flood Inundation Mapping

    Jun 1, 2026Yogesh Bhattarai, Vijay Chaudhary, Wai Lim Kim +1Flood DetectionSen1Floods11

  41. CR-JEPA: Cross-Modal Joint-Embedding Predictive Learning for Remote Sensing Image Retrieval

    May 30, 2026Md Aminur Hossain, Ayush V. Patel, Nitant Dube +1Remote SensingCross-Modal Learning

  42. Mapping the evolution of small reservoirs in Brazil from 1984 to 2025 using deep learning

    May 30, 2026Kylen Solvik, Luis Gustavo Carvalho, Marcia N. MacedoReservoirRemote Sensing

  43. Improving Visual Grounding in Remote Sensing via Cluster-Guided Refinement and Model Ensemble Voting

    May 30, 2026Panav Shah, Geet Sethi, Ashutosh GandheRemote SensingSequential Visual Localization

  44. DarkVesselNet: Multi-Modal Remote Sensing and Trajectory Reasoning for Dark Vessel Detection

    May 30, 2026Arun SharmaVesselsRemote Sensing

  45. HQ-JEPA: Hybrid Quantum Joint-Embedding Predictive Architecture for Cross-Modal Remote Sensing Representation Learning

    May 29, 2026Md Aminur Hossain, Ayush V. Patel, Sanjay K. Singh +1Remote SensingJoint-Embedding Predictive Architectures

  46. Clustering Guided Domain-Specific Pretrained Foundation Model for Very High-Resolution Arctic Remote Sensing

    May 28, 2026Amal S. Perera, Chandi Witharana, Elias Manos +2Remote SensingHigh-Resolution

  47. OmniCD: A Foundational Framework for Remote Sensing Image Change Detection Guided by Multimodal Semantics

    May 28, 2026Chenhao SunChange DetectionRemote Sensing

  48. FLORO: A Multimodal Geospatial Foundation Model for Ecological Remote Sensing Across Sensors and Scales

    May 27, 2026Jorge L. Rodriguez, Victor Angulo Morales, Areej Alwahas +6Geospatial Foundation ModelsRemote Sensing

  49. Asynchronous Remote Sensing Time-Series Fusion for Cloud Removal and Anytime Reconstruction

    May 26, 2026Forouzan Fallah, Chia Yu Hsu, Wenwen Li +2Sentinel-2Remote Sensing

  50. Beyond Appearance: Can Multimodal Large Language Models Exploit Vertical Structure for Remote Sensing Natural Scene Understanding?

    May 25, 2026Jing Huang, Duanchu Wang, Junjie Yang +5Remote SensingMulti-Modal Large Language Models

  51. Image-Conditioned Instance Prompt Network for Referring Remote Sensing Image Segmentation

    May 23, 2026Biaoyu Ren, Qingsheng Wang, Cun Xu +2Remote Sensing Image SegmentationRemote Sensing

  52. Benchmarking Composed Image Retrieval for Applied Earth Observation

    May 23, 2026Bill Psomas, Dionysis Christopoulos, Thanasis Petropoulos +6Composed Image RetrievalRemote Sensing

  53. Flow-based Gaussian Splatting for Continuous-Scale Remote Sensing Image Super-Resolution

    May 21, 2026Jiangwei Mo, Xi Lu, Hanlin WuGenerative Super-ResolutionLarge-Scale Image Generation

  54. A Non-Reference Diffusion-Based Restoration Framework for Landsat 7 ETM+ SLC-off Imagery in Antarctica

    May 20, 2026Leyue Tang, Jonathan Louis Bamber, Gang Qiao +1Remote SensingRestoration

  55. MetaEarth-MM: Unified Multimodal Remote Sensing Image Generation with Scene-centered Joint Modeling

    May 19, 2026Zhiping Yu, Chenyang Liu, Jinqi Cao +4Remote SensingCloud-Aware Earth Observation Sequences

  56. Optimal Reconstruction from Linear Queries

    May 19, 2026Yuval Filmus, Shay Moran, Elizaveta NesterovaReconstruction ErrorOptimal Sample Complexity

  57. SkyNative: A Native Multimodal Framework for Remote Sensing Visual Evidence Reasoning

    May 18, 2026Xiao Yang, Ronghao Fu, Zhiwen Lin +10Remote SensingLarge Vision Language Models

  58. Text-RSIR: A Text-Guided Framework for Efficient Remote Sensing Image Transmission and Reconstruction

    May 15, 2026Hao Yang, Xianping Ma, Peifeng Ma +1Remote SensingImage Restoration

  59. ChangeFlow -- Latent Rectified Flow for Change Detection in Remote Sensing

    May 14, 2026Blaž Rolih, Matic Fučka, Filip Wolf +1Change DetectionRemote Sensing

  60. ArcGate: Adaptive Arctangent Gated Activation

    May 14, 2026Avik Bhattacharya, Siddhant Dnyanesh Gole, Subhasis Chaudhuri +2Activation FunctionsDeep Network