Remote Sensing Scene Classification

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11 papers3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. Preserving the Manifold: Frozen Expert Alignment for Label-Efficient SAR Scene Understanding

    Oct 18, 2026Eli A. Underwood, I. Taylor McKechnie, Leslie M. CollinsRemote Sensing VLMsCross-Modal Alignment

    Duke University

  2. RSAJEV: Training-Free Abstaining Prototype Memory for Eliminating Silent Hallucination in JEV-Based Remote Sensing Classification

    Oct 11, 2026Man Chen, Antai Chen, Shuai Xu +5Remote Sensing Scene ClassificationVLM Hallucination Mitigation

    School of Computer Science and Engineering, Anhui University of Science and Technology, Huainan 232001, Anhui, China, and also with the School of Electrical Automation and Information Engineering, Tianjin University, Tianjin 300072, China, and the State Key Laboratory of Digital Intelligent Technology for Unmanned Coal Mining, Huainan 232001, Anhui, China · School of Computer Science and Engineering, Anhui University of Science and Technology, Huainan 232001, Anhui, China · School of Computer Science and Engineering, Anhui University of Science and Technology, Huainan 232001, Anhui, China, and also with the State Key Laboratory of Digital Intelligent Technology for Unmanned Coal Mining, Huainan 232001, Anhui, China +1

  3. RSJEV: Discriminative Remote Sensing Scene Classification with Multimodal Large Language Models

    Oct 6, 2026Dongchen Si, Di Wang, Mingzhen Xu +3Remote Sensing Image UnderstandingEfficient Multimodal Inference

    School of Computer Science, Wuhan University, Wuhan 430072, China · State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China

  4. Semi-Supervised Adaptation of Vision-Language Models for Image Classification

    Aug 26, 2026Mohamed L. Mekhalfi, Mohamad M. Al Rahhal, Yakoub Bazi +4Remote Sensing Scene ClassificationVLM Adaptation

    Fondazione Bruno Kessler, Via Sommarive 18, 38123, Povo TN, Italy · Applied Computer Science Department, College of Applied Computer Science, King Saud University, 11543, Riyadh, Saudi Arabia · Computer Engineering Department, College of Computer and Information Sciences, King Saud University, 11543, Riyadh, Saudi Arabia +2

  5. Locally Consistent Transductive Information Maximization for Few-Shot Remote Sensing Scene Classification

    Jul 31, 2026Karim El Khoury, Benoît Gérin, Benoît Macq +1Remote Sensing Image UnderstandingVision Foundation Model Adaptation

    ICTEAM, UCLouvain, Louvain-la-Neuve, Belgium

  6. Label-Decoupled Style Augmentation for Domain Generalization in Multi-Label Remote Sensing Scene Classification

    Jul 14, 2026Alaa Almouradi, Erchan AptoulaRemote Sensing Image UnderstandingMulti-Label Classification

    Faculty of Engineering and Natural Sciences, Sabancı University, 34956 Istanbul, Türkiye

  7. Vision Transformers and Convolutional Neural Networks for Land Use Scene Classification

    May 20, 2026Arun D. KulkarniRemote Sensing Image UnderstandingVision Transformer

    Computer Science Department, University of Texas at Tyler, Tyler, TX 75799, USA

  8. Dual Contrastive Network for Few-Shot Remote Sensing Image Scene Classification

    Mar 24, 2026Zhong Ji, Liyuan Hou, Xuan Wang +2Remote Sensing Scene ClassificationFew-Shot Image Classification

    School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, China · CETC Key Laboratory of Aerospace Information Applications, Shijiazhuang, 050081, China

  9. Survey on Remote Sensing Scene Classification: From Traditional Methods to Large Generative AI Models

    Mar 23, 2026Qionghao Huang, Can HuRemote Sensing Scene ClassificationRemote Sensing Image Understanding

    Zhejiang Normal University, Zhejiang Key Laboratory of Intelligent Education Technology and Application, Jinhua, 321004, China.

  10. MLFCIL: A Multi-Level Forgetting Mitigation Framework for Federated Class-Incremental Learning in LEO Satellites

    Mar 14, 2026Heng Zhang, Xiaohong Deng, Sijing Duan +4Remote Sensing Scene ClassificationFederated Continual Learning

    School of Information Engineering, Gannan University of Science and Technology, Ganzhou 341000, China · Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China · Department of Electrical and Computer Engineering, Queen University, Kingston, ON K7L 3N6, Canada +2

  11. Toward Realistic Remote Sensing Dataset Distillation with Discriminative Prototype-guided Diffusion

    Jan 22, 2026Yonghao Xu, Pedram Ghamisi, Qihao WengRemote Sensing Image UnderstandingDiffusion Model Distillation

    Computer Vision and Learning Systems, Department of Electrical Engineering, Linköping University, 581 83 Linköping, Sweden · Helmholtz-Zentrum Dresden-Rossendorf, Responsible AI Group, 09599 Freiberg, Germany · University of Iceland, Faculty of Electrical and Computer Engineering, Reykjavik 102, Iceland +1