Aerial Object Detection

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7 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. ViCrop-Det: Spatial Attention Entropy Guided Cropping for Training-Free Small-Object Detection

    Apr 29, 2026Hui Wang, Hongze Li, Wei Chen +1Small Object DetectionDetection Transformer

    School of Computer Science and Technology, Huazhong University of Science and Technology 2School of Software Engineering, Huazhong University of Science and Technology Wuhan 430074, China

  2. UHR-DETR: Efficient End-to-End Small Object Detection for Ultra-High-Resolution Remote Sensing Imagery

    Apr 23, 2026Jingfang Li, Haoran Zhu, Wen Yang +4Remote Sensing Small Object DetectionSmall Object Detection

    School of Electronic Information, Wuhan University, Wuhan, 430072 China

  3. RefAerial: A Benchmark and Approach for Referring Detection in Aerial Images

    Apr 22, 2026Guyue Hu, Hao Song, Yuxing Tong +5Object DetectionAerial Object Detection

    School of Artificial Intelligence, Anhui University · State Key Laboratory of Opto-Electronic Information Acquisition and Protection Technology, Anhui University, Hefei, China · Anhui Provincial Key Laboratory of Security Artificial Intelligence, Anhui University, Hefei, China +2

  4. RareSpot+: A Benchmark, Model, and Active Learning Framework for Small and Rare Wildlife in Aerial Imagery

    Apr 21, 2026Bowen Zhang, Jesse T. Boulerice, Charvi Mendiratta +4Remote Sensing Small Object DetectionSmall Object Detection

    University of California, Santa Barbara, 93106, California, United States of America. · 2Smithsonian National Zoo and Conservation Biology Institute, 20008, Washington, DC, United States of America. · 3Stanford University, 94305, California, United States of America. +1

  5. Optimizing Data Augmentation for Real-Time Small UAV Detection: A Lightweight Context-Aware Approach

    Apr 21, 2026Amir Zamani, Zeinab AbediniData AugmentationSmall Object Detection

    Comprehensive University of the Islamic Revolution · Department of Computer Engineering · Tehran, Iran +1

  6. Adaptive Slicing-Assisted Hyper Inference for Enhanced Small Object Detection in High-Resolution Imagery

    Apr 21, 2026Francesco Moretti, Yi Jin, Guiqin MarioRemote Sensing Small Object DetectionSmall Object Detection

    College of Educational Science and Technology, Polytechnic University of Turin

  7. HMR-Net: Hierarchical Modular Routing for Cross-Domain Object Detection in Aerial Images

    Apr 20, 2026Pourya Shamsolmoali, Masoumeh Zareapoor, Michael Felsberg +3Open-Vocabulary Object DetectionAdaptive Model Routing

    Department of Computer Science, University of York, UK · SEIEE, Shanghai Jiao Tong University, China · Computer Vision Laboratory, Linkoping University, Sweden +2

  8. Autonomous Unmanned Aircraft Systems for Enhanced Search and Rescue of Drowning Swimmers: Image-Based Localization and Mission Simulation

    Apr 20, 2026Sascha Emanuel Zell, Toni Schneidereit, Armin Fügenschuh +1Aerial RoboticsObject Detection

    Chair of Engineering Mathematics and Numerical Optimization Brandenburg University of Technology Cottbus–Senftenberg Platz der Deutschen Einheit 1 03046 Cottbus, Germany · Chair of Applied Mathematics Brandenburg University of Technology Cottbus–Senftenberg Platz der Deutschen Einheit 1 03046 Cottbus, Germany

  9. Tri-Modal Fusion Transformers for UAV-based Object Detection

    Apr 17, 2026Craig Iaboni, Pramod AbichandaniInfrared Object DetectionObject Detection

    New Jersey Institute of Technology

  10. FSDETR: Frequency-Spatial Feature Enhancement for Small Object Detection

    Apr 16, 2026Jianchao Huang, Fengming Zhang, Haibo Zhu +1Frequency-Domain Feature LearningSmall Object Detection

    School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, China

  11. CollabOD: Collaborative Multi-Backbone with Cross-scale Vision for UAV Small Object Detection

    Mar 6, 2026Xuecheng Bai, Yuxiang Wang, Chuanzhi Xu +3Remote Sensing Small Object DetectionSmall Object Detection

    Aviation Traffic Control Technology (SHENZHEN) Co., Ltd., Shenzhen, China · The University of Sydney, NSW, Australia · Research Institute of Traffic Control Technology Co., Ltd., Beijing, China +1

  12. FGAA-FPN: Foreground-Guided Angle-Aware Feature Pyramid Network for Oriented Object Detection

    Feb 11, 2026Jialin MaMulti-Scale Feature FusionObject Detection

    International school of BUPT, Beijing University Of Posts And Telecommunications, Beijing,China.

  13. CoLR-Det: Collaborative Latent Restoration for Small Object Detection in Low-Resolution Remote Sensing Images

    Jan 18, 2026Ruo Qi, Linhui Dai, Yusong Qin +2Remote Sensing Image UnderstandingRemote Sensing Small Object Detection

    Institute of Intelligent Information Processing, Shenzhen University, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen and Shenzhen Key Laboratory of Modern Communications and Information Processing, Shenzhen University, Shenzhen, China

  14. YolovN-CBi: A Lightweight and Efficient Architecture for Real-Time Detection of Small UAVs

    Dec 19, 2025Ami Pandat, Punna Rajasekhar, Gopika Vinod +1Small Object DetectionObject Detection

    Homi Bhabha National Institute, Mumbai, 400094, Maharashtra, India. · Bhabha Atomic Research Center, Mumbai, 400094, Maharashtra, India.

  15. 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 +3Remote Sensing Small Object DetectionSmall Object Detection

    University of Science and Technology (UST), Daejeon 34113, Republic of Korea · Korea Aerospace Research Institute (KARI), Daejeon 34133, Republic of Korea

  16. KAMERA: Enhancing Aerial Surveys of Ice-associated Seals in Arctic Environments

    Sep 23, 2025Adam Romlein, Benjamin X. Hou, Yuval Boss +5Multispectral Object DetectionRemote Sensing

    Kitware, Inc., USA · NOAA NMFS AFSC MML, USA · CICOES, University of Washington, USA

  17. MGDFIS: Multi-scale Global-detail Feature Integration Strategy for Small Object Detection

    Jun 15, 2025Yuxiang Wang, Xuecheng Bai, Chuanzhi Xu +2Remote Sensing Small Object DetectionSmall Object Detection

    School of Computer Science, The University of Sydney, Sydney, Australia · 2Aviation Traffic Control Technology (SHENZHEN) Co., Ltd., Shenzhen, China