Remote Sensing Image Segmentation

Ask about this topic

Momentum

3 papers in the last four weeks, down 50% on the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 49

All topics
CardsList

  1. VPRef: A Cross-Domain Benchmark for Referring Remote Sensing Image Segmentation

    Sep 15, 2026Quanwei Liu, Tao Huang, Jiaqi Yang +1Remote Sensing Image SegmentationVision-Language Model Adaptation

    College of Science and Engineering, James Cook University, Cairns, 4878, Australia

  2. MambaMPD: A Mamba-Driven Segmentation Framework for Marine Pollution Detection from Remote Sensing Imagery

    Sep 14, 2026Shuaiyu Chen, Wei Han, Peng Ren +2Remote Sensing Image SegmentationFeature Pyramid

    Department of Computer Science, University of Exeter, Exeter, United Kingdom · School of Computer Science, China University of Geosciences, Wuhan, China · College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China

  3. Beyond Weak Labels: Prompt-Guided Local Refinement for Weakly Supervised Water Segmentation in High-Resolution Multispectral Imagery

    Sep 9, 2026Muhammad Farhan Humayun, Mohammad Imangholiloo, Afifah Shah +2Remote Sensing Image SegmentationPixel-Level Annotation

    Department of Computing, University of Turku, Finland · Department of Geoinformatics and Cartography, Finnish Geospatial Research Institute, National Land Survey of Finland, Espoo, Finland

  4. Scale-based Approach for Active Wildfire Segmentation on Satellite Imagery

    Sep 1, 2026Matheus F. Kovaleski, Cristiano Premebida, João Ruivo PauloWildfire DetectionWildfire Prediction

    Institute of Systems and Robotics, Department of Electrical and Computer Engineering, University of Coimbra, Portugal

  5. DiCoR: Decoupled Referent Disambiguation and Contour Recalibration for Efficient Referring Remote Sensing Image Segmentation

    Aug 13, 2026Ziyang Gao, Zhizhuo Jiang, Jingjing Chang +5Remote Sensing Image SegmentationSemantic Region

    School of Integrated Circuits, School of Information Science and Electronic Engineering, Shanghai Jiao Tong University, Shanghai 200240, China · College of Computer Science, Nankai University, Tianjin 300350, China · Department of Electronic Engineering, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China +1

  6. Entropy-Centric Explainable AI for Remote Sensing Image Segmentation

    Aug 11, 2026Ali Saleh, Abdul Karim Gizzini, Mohamad Ghassany +1Remote Sensing Image SegmentationExplainable Artificial Intelligence

    Faculty of Engineering, Lebanese University, Beirut, Lebanon · EFREI, EFREI Research Lab, F-94800 Villejuif, France. · University of Paris-Est Cr´eteil (UPEC), LISSI/TincNET, F-94400, Vitry-sur-Seine, France. +1

  7. Evaluating Semantic and Spatial Guidance for Foundation Model Segmentation of Small-Scale PV in Remote Sensing Imagery

    Aug 11, 2026Roni Blushtein-Livnon, Tal Svoray, Osher Rafaeli +4Remote Sensing Image SegmentationRecent Vision Foundation Models

    Department of Environmental, Geoinformatics and Urban Planning Sciences, Ben-Gurion University of the Negev, Israel · Department of Psychology, Ben-Gurion University of the Negev, Israel · Department of Geography, The Hebrew University of Jerusalem, Isreal +1

  8. GeoSeg-OV: Bridging Geospatial Gaps with Structural Guidance for Open-Vocabulary Remote Sensing Segmentation

    Aug 11, 2026Ruizhong Liu, Tingzhang Luo, Zaiyan Zhang +4Open-Vocabulary SegmentationRemote Sensing Image Segmentation

    School of Computer Science, China University of Geosciences, Wuhan 430074, Hubei, China · Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511453, Guangdong, China · Department of Computer Science, City University of Hong Kong, Hong Kong, China +3

  9. Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation

    Aug 10, 2026Shuaishuai Cao, Shuwei Peng, Meng Tang +5Remote Sensing Image SegmentationSemantic Segmentation

    Central South University · University of Chinese Academy of Sciences · Aberystwyth University +3

  10. AeroReformer2: Spoken-Query Referring Segmentation for Aerial Images

    Aug 9, 2026Rui Li, Chenxi Duan, Haoyang YangRemote Sensing Image SegmentationRemote Sensing

  11. UniEvo-RS: Omni-Prompt Unified Remote Sensing Segmentation with Representative Exemplar-Driven Prototype Evolution

    Aug 4, 2026Kunquan Zhang, Peilang Li, Xikun Hu +4Remote Sensing Image SegmentationRemote Sensing

    Sun Yat-sen University · National University of Defense Technology

  12. CROSS: Cascaded Distillation and Dual-Constraint Grounding for Remote Sensing Referring Segmentation

    Aug 4, 2026Tingzhang Luo, Ruizhong Liu, Yichao Liu +3Remote Sensing Image SegmentationSpatial Supervision

    City University of Hong Kong · The Hong Kong University of Science and Technology (Guangzhou) · Nankai University +1

  13. ISRS-DETR: Detection-Guided Click Propagation for Remote Sensing Interactive Segmentation

    Aug 3, 2026Thanh Duc Pham, Anh Nguyen, Duong Duc Hieu +1Remote Sensing Image SegmentationRemote Sensing

    FPT Software AI Center, Vietnam · Department of Computer Science, University of Liverpool, UK · IRISA, Université Bretagne Sud, UMR 6074, 56000 Vannes, France

  14. Think with Extra-Image: A Farmland Segmentation Agent Driven by Spatio-Temporal Information Gain

    Jul 30, 2026Haiyang Wu, Weiliang Mu, Zhuofei Du +4Remote Sensing Image SegmentationPrecision Agriculture

    Central South University, Changsha, China

  15. Few-Shot Open-Vocabulary Remote Sensing Segmentation via Textual Inversion

    Jul 28, 2026Junhyuk Heo, Junghwan ParkRemote Sensing Image SegmentationOpen-Vocabulary Segmentation

    TelePIX, Seoul, Republic of Korea

  16. When Less Is More: A Controlled Benchmark of Lightweight CNNs for Satellite Land-Cover Segmentation on DeepGlobe

    Jul 25, 2026Atiq Ur Rehman, Joseph Michael DonovanRemote Sensing Image SegmentationLand Cover

    Department of Economics & Decision Sciences, University of South Dakota, Vermillion, SD, USA · University of South Dakota, Vermillion, USA

  17. Foundation-Assisted Active Learning for Object Detection Annotation

    Jul 18, 2026Jinchang Zhang, Arnold Zumbrun, Jing Lin +1Object DetectionDense Annotation

    Intelligent Vision and Sensing (IVS) Lab at Indiana University Bloomington

  18. A Large-Scale Dataset and a New Method for RemoteSensing Traffic Object Segmentation

    Jul 4, 2026Zhigang Yang, Huiguang Yao, Linmao Tian +2Remote Sensing Image SegmentationObjects

    School of Artificial Intelligence, OPtics and ElectroNics (iOPEN), Northwestern Polytechnical University, Xi’an, 710072, Shaanxi, China · School of Computer Science, Northwestern Polytechnical University, Xi’an, 710072, Shaanxi, China · School of Software, Northwestern Polytechnical University, Xi’an, 710072, Shaanxi, China

  19. GeoSelect: Spatial-Program Execution for Training-Free Referring Remote Sensing Image Segmentation

    Jul 4, 2026Yuhang Jiang, Guohui Deng, Miaozhong Xu +3Remote Sensing Image SegmentationGeospatial Reasoning

    School of Internet, Anhui University, Hefei, China · National Engineering Research Center for Agro-Ecological Big Data Analysis & Application, Anhui University, Hefei, China · State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China

  20. GeoSAM-Lite: A Lightweight Foundation Model for Onboard Remote Sensing Segmentation

    Jul 4, 2026Yongcong Wang, Jie Zhang, Rui Jiang +3Remote Sensing Image SegmentationGeospatial Foundation Models

    College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China

  21. Semantic-Driven Scale and Spatial Selection for Efficient Cross-Modal Alignment in Referring Remote Sensing Image Segmentation

    Jun 29, 2026Kun Li, Shengxi Gui, Francesco Nex +1Remote Sensing Image SegmentationCross-Modal Alignment

    University of Liverpool, UK · University of Michigan, USA · University of Twente, NL +1

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

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

    Faculty of Data Science, City University of Macau, 999078, SAR Macao, China · Chair of Data Science in Earth Observation, Technical University of Munich (TUM), Germany · Munich Center for Machine Learning, Munich, Germany

  23. 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

    Shen Yuan Honors College, Beihang University, Beijing 100191, China · Department of Aerospace Intelligent Science and Technology, School of Astronautics, and with the State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China · Qian Xuesen Laboratory of Space Technology, China Academy of Space Technology, Beijing 100094, China

  24. 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 SegmentationSemantic Segmentation

  25. PolyBuild: An End-to-End Method for Polygonal Building Contour Extraction from High-Resolution Remote Sensing Images

    Jun 8, 2026Yaoteng Zhang, Julin Zhang, Guangshuai Wang +4ContoursRemote Sensing Image Segmentation

    College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao 266580, China · South Surveying&Mapping Instrument Co.,Ltd. · China Railway Design Corporation, Tianjin, China

  26. LALE: Lightweight-Transformer Architecture for Land-Cover Estimation

    Jun 1, 2026Ümit Mert Çağlar, Alptekin TemizelRemote Sensing Image SegmentationLand Cover

    Graduate School of Informatics, METU, Ankara, Turkey

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

    May 30, 2026Panav Shah, Geet Sethi, Ashutosh GandheRemote Sensing Image SegmentationRemote Sensing

    Indian Institute of Technology Bombay Mumbai, India · Indian Institute of Technology Bombay2026 Mumbai, India

  28. RoadGIE: Towards A Global-Scale Aerial Benchmark for Generalizable Interactive Road Extraction

    May 26, 2026Chenxu Peng, Chenxu Wang, Yimian Dai +3Road NetworksRemote Sensing Image Segmentation

    NKIARI, Shenzhen Futian · VCIP, CS, Nankai University · AAIS, Nankai University +1

  29. SFR-Net: Learning Scale-Frustum Representations for Ultra-Wide Area Remote Sensing Image Segmentation

    May 25, 2026Chuyu Zhong, Keyan Chen, Qinzhe Yang +3Remote Sensing Image SegmentationPixels

    Department of Aerospace Intelligent Science and Technology, School of Astronautics, Beihang University, Beijing 100191, China · Key Laboratory of Spacecraft Design Optimization and Dynamic Simulation Technologies, Ministry of Education, Beihang University, Beijing 100191, China · College of Computing and Data Science, Nanyang Technological University, Singapore +1

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

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

    School of Computer Science, Northwestern Polytechnical University, Xi'an, China · School of Computer Science, Northwestern Polytechnical University, Xi’an, China · College of Intelligent Robotics and Advanced Manufacturing, Fudan University, Shanghai, China +1

  31. Coarse-to-Fine Domain Incremental Learning with Attentive Distillation for Mining Footprint Segmentation in Multispectral Imagery

    May 23, 2026Alif Tri Handoyo, Vincent C. S. Lee, Rizka Widyarini Purwanto +3Remote Sensing Image SegmentationFeature Pyramid

    Monash University, Indonesia · Monash University, Australia · Northeastern University, China +1

  32. Axial-Relation Guided Fusion State Space Model for Optical-Elevation Sensing Image Segmentation

    May 16, 2026Feng Gao, Zhilin Jin, Yanhai Gan +2Remote Sensing Image SegmentationCross-Modal

    State Key Laboratory of Physical Oceanography, Ocean University of China, Qingdao 266100, China · Department of Electrical and Computer Engineering, Mississippi State University, Starkville, MS 39762 USA

  33. MAgSeg: Segmentation of Agricultural Landscapes in High-Resolution Satellite Imagery using Multimodal Large Language Models

    May 15, 2026Piyush Tiwary, Utkarsh Ahuja, Depanshu Sani +5Remote Sensing Image SegmentationPrecision Agriculture

    Google DeepMind · Indian Institute of Science · Google

  34. Highly Detailed and Generalizable Broadleaf Tree Crown Instance Segmentation from UAV Imagery

    May 15, 2026Mitsutaka Nakada, Takahiko Ikebata, Kengo Ikebata +7Aerial ImageryForests

    DeepForest Technologies Co., Ltd · DeepForest Technologies Co., Ltd., Kyoto 600-8006, Japan · YM Lab +9

  35. ELDOR: A Dataset and Benchmark for Illegal Gold Mining in the Amazon Rainforest

    May 14, 2026Kangning Cui, Surendra Bohara, Suraj Prasai +12Remote Sensing Image SegmentationUnmanned Aerial Vehicle Detection

    Wake Forest University · City University of Hong Kong (Dongguan) · Duke University +7

  36. MPerS: Dynamic MLLM MixExperts Perception-Guided Remote Sensing Scene Segmentation

    May 11, 2026Ziyi Wang, Xianping Ma, Ziyao Wang +2Remote Sensing Image SegmentationScene Reasoning

    The Chinese University of Hong Kong (Shenzhen) · Southwest Jiaotong University

  37. DINO Soars: DINOv3 for Open-Vocabulary Semantic Segmentation of Remote Sensing Imagery

    May 4, 2026Ryan Faulkenberry, Saurabh PrasadRemote Sensing Image SegmentationDinov3

    University of Houston

  38. Remote SAMsing: From Segment Anything to Segment Everything

    Apr 30, 2026Osmar Luiz Ferreira de Carvalho, Osmar Abílio de Carvalho Júnior, Anesmar Olino de Albuquerque +1Remote Sensing Image SegmentationFew-Shot Segmentation

    Department of Electrical Engineering, University of Brasília, Brasília, Brazil · Department of Geography, University of Brasília, Brasília, Brazil

  39. A generalised pre-training strategy for deep learning networks in semantic segmentation of remotely sensed images

    Apr 30, 2026Yuan Fang, Yuanzhi Cai, Jagannath Aryal +4Remote Sensing Image SegmentationRemote Sensing

    Department of Civil Engineering, Xi’an Jiaotong-Liverpool University, Suzhou 215000, China · CSIRO Mineral Resources, Kensington, WA 6151, Australia · Department of Infrastructure Engineering, The University of Melbourne, Melbourne VIC 3010, Australia

  40. 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-Classical PipelineRemote Sensing Image Segmentation

    Space Applications Centre, Indian Space Research Organisation (ISRO), India · New-Brunswick Honors College, Rutgers University, New Jersey · Centre of Studies in Resources Engineering, Indian Institute of Technology Bombay

  41. 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 SegmentationSemantic Segmentation

    School of Artificial Intelligence, Xidian University · MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University

  42. 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

    Faculty of Geosciences and Engineering, Southwest Jiaotong University, Chengdu 611756, China · State-Province Joint Engineering Laboratory of Spatial Information Technology for High-Speed Railway Safety, Southwest Jiaotong University, Chengdu 611756, China · School of Artificial Intelligence, Wuhan University, Wuhan 430072, China +1

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

    Apr 27, 2026Swadhin Das, Vivek YadavRemote Sensing Image SegmentationImage Difference Captioning

    Computer Science and Engineering · University of Petroleum and Energy Studies · Dehradun, India +1

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

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

    Indian Institute of Technology Bombay

  45. A Benchmark Study of Segmentation Models and Adaptation Strategies for Landslide Detection from Satellite Imagery

    Apr 17, 2026Md Kowsher, Weiwei Zhan, Chen ChenLandslidesRemote Sensing Image Segmentation

    University of Central Florida

  46. Perturbation-Regularized Open-Vocabulary Remote Sensing Segmentation with Unified Multi-Domain Evaluation

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

    Department of Electronic Engineering and Information Science, University of Science and Technology of China, China · Institute of Artificial Intelligence (TeleAI), China Telecom, P. R. China · School of Artificial Intelligence, OPtics and ElectroNics (iOPEN), Northwestern Polytechnical University, China

  47. 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

    Independent Researcher · The Institute of Collaborative Innovation, University of Macau, Macau 999078, China · Department of Information and Computing Sciences, Faculty of Science, Utrecht University, Utrecht 3584 CC, Netherlands +10

  48. From Pixels to Images: A Structural Survey of Deep Learning Paradigms in Remote Sensing Image Semantic Segmentation

    May 21, 2025Quanwei Liu, Tao Huang, Jiaqi Yang +1Remote Sensing Image SegmentationRemote Sensing

    College of Science and Engineering, James Cook University, Cairns QLD 4878, Australia · Center for AI and Data Science Innovation, James Cook University, Cairns QLD 4878, Australia · Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI 53706 USA +1

  49. A global optimization SAR image segmentation model can be easily transformed to a general ROF denoising model

    Dec 8, 2023Guangming LiuSynthetic Aperture RadarRemote Sensing Image Segmentation

    Yantai Science and Technology Association