Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges

24 February 2021

Mihai Datcu

Papers citing "Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges"

40 / 40 papers shown

Title
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 51 0 0 06 May 2025
XeMap: Contextual Referring in Large-Scale Remote Sensing Environments Y. Li Lu Si Y. T. Hou Chengaung Liu B. Li Hongjian Fang J. Zhang 71 0 0 30 Apr 2025
A Decade of You Only Look Once (YOLO) for Object Detection Leo Thomas Ramos Angel D. Sappa 66 0 0 24 Apr 2025
AD-Det: Boosting Object Detection in UAV Images with Focused Small Objects and Balanced Tail Classes Zhenteng Li Sheng Lian Dengfeng Pan Y. Wang Wei Liu 56 0 0 08 Apr 2025
When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning Junwei Luo Yingying Zhang X. J. Yang Kang Wu Qi Zhu Lei Liang Jingdong Chen Yansheng Li 67 0 0 10 Mar 2025
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images Ziyue Huang Yongchao Feng Shuai Yang Z. Liu Qingjie Liu Y. Wang ObjD 149 0 0 08 Mar 2025
AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation Rui Li Xiaowei Zhao 54 0 0 23 Feb 2025
Visible-Thermal Tiny Object Detection: A Benchmark Dataset and Baselines Xinyi Ying Chao Xiao Ruojing Li Xu He Boyang Li ... Miao Li Shilin Zhou Wei An Weidong Sheng Li Liu 149 7 0 21 Feb 2025
RS-YOLOX: A High Precision Detector for Object Detection in Satellite Remote Sensing Images Lei Yang Guowu Yuan Hao Zhou Hongyu Liu Jian Chen Hao Wu 108 30 0 05 Feb 2025
UAVDB: Trajectory-Guided Adaptable Bounding Boxes for UAV Detection Yu-Hsi Chen 45 2 0 09 Sep 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Bo Du Dacheng Tao Liangpei Zhang 59 25 0 17 Jun 2024
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding Junwei Luo Zhen Pang Yongjun Zhang Tingzhu Wang Linlin Wang ... Jiangwei Lao Jian Wang Jingdong Chen Yihua Tan Yansheng Li 37 21 0 14 Jun 2024
Resource Efficient Perception for Vision Systems M. I. A V Subramanyam Niyati Singal Vinay K. Verma 33 0 0 12 May 2024
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression Alireza Furutanpey Qiyang Zhang Philipp Raith Tobias Pfandzelter Shangguang Wang Schahram Dustdar 88 4 0 25 Mar 2024
Theoretically Achieving Continuous Representation of Oriented Bounding Boxes Zikai Xiao Guo-Ye Yang Xue Yang Tai-Jiang Mu Junchi Yan Shi-Min Hu 34 10 0 29 Feb 2024
Zero-Shot Aerial Object Detection with Visual Description Regularization Zhengqing Zang Chenyu Lin Chenwei Tang Tao Wang Jiancheng Lv ObjD 30 10 0 28 Feb 2024
GOOD: Towards Domain Generalized Orientated Object Detection Qi Bi Beichen Zhou Jingjun Yi Wei Ji Haolan Zhan Gui-Song Xia ObjD OOD 74 2 0 20 Feb 2024
Learning to Holistically Detect Bridges from Large-Size VHR Remote Sensing Imagery Yansheng Li Junwei Luo Yongjun Zhang Yihua Tan Jin-Gang Yu Song Bai 21 21 0 05 Dec 2023
Multimodal Object Detection in Remote Sensing Abdelbadie Belmouhcine Jean-Christophe Burnel L. Courtrai M. Pham Sébastien Lefèvre ObjD 25 3 0 13 Jul 2023
Revisiting Stereo Triangulation in UAV Distance Estimation Jiafan Zhuang Duan Yuan Rihong Yan Weixin Huang Yutao Zhou Zhun Fan 32 0 0 15 Jun 2023
Structure Diagram Recognition in Financial Announcements Meixuan Qiao Jun Wang Junfu Xiang Qiyu Hou Ruixuan Li 27 1 0 26 Apr 2023
D2Q-DETR: Decoupling and Dynamic Queries for Oriented Object Detection with Transformers Qiang-feng Zhou Chaohui Yu Zhibin Wang Fan Wang 22 6 0 01 Mar 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 86 8 0 21 Feb 2023
Fewer is More: Efficient Object Detection in Large Aerial Images Xingxing Xie Gong Cheng Qingyang Li Shicheng Miao Ke Li Junwei Han ObjD 23 66 0 26 Dec 2022
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends Yonghao Xu Tao Bai Weikang Yu Shizhen Chang P. M. Atkinson Pedram Ghamisi AAML 30 47 0 19 Dec 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 21 56 0 15 Nov 2022
Backdoor Attacks for Remote Sensing Data with Wavelet Transform Nikolaus Drager Yonghao Xu Pedram Ghamisi AAML 23 13 0 15 Nov 2022
Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images Yan Zhang Xiyuan Gao Qingyan Duan Jiaxu Leng Xiao Pu Xinbo Gao ViT 16 1 0 28 Oct 2022
Centerpoints Are All You Need in Overhead Imagery James Mason Inder Mark Lowell A. J. Maltenfort 3DPC 29 2 0 04 Oct 2022
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata Yingzhe Shen Yaesop Lee H. Kwon D. Conover Shuvra S. Bhattacharyya Nikolas Vale Joshua D. Gray G. J. Leong Kenneth D. Evensen Frank E. Skirlo 17 9 0 31 Aug 2022
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia ObjD 28 129 0 18 Aug 2022
Aerial Monocular 3D Object Detection Yue Hu Shaoheng Fang Weidi Xie Siheng Chen 62 30 0 08 Aug 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks Gong Cheng Xiang Yuan Xiwen Yao Ke Yan Qinghua Zeng Xingxing Xie Junwei Han ObjD 19 305 0 28 Jul 2022
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia 28 155 0 28 Jun 2022
Unitail: Detecting, Reading, and Matching in Retail Scene Fangyi Chen Han Zhang Zaiwang Li Jiachen Dou Shentong Mo Hao Chen Yongxin Zhang Uzair Ahmed Chenchen Zhu Marios Savvides 22 9 0 01 Apr 2022
AiTLAS: Artificial Intelligence Toolbox for Earth Observation I. Dimitrovski Ivan Kitanovski P. Panov Nikola Simidjievski D. Kocev 16 10 0 21 Jan 2022
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling Yang Long Gui-Song Xia L. Zhang Gong Cheng Deren Li 8 14 0 06 Jan 2022
FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery Xian Sun Peijin Wang Zhiyuan Yan F. Xu Ruiping Wang ... Tao Xu M. Weinmann Stefan Hinz Cheng Wang Kun Fu ObjD AI4TS 15 359 0 09 Mar 2021
Solving Missing-Annotation Object Detection with Background Recalibration Loss Han Zhang Fangyi Chen Zhiqiang Shen Qiqi Hao Chenchen Zhu Marios Savvides ObjD 130 52 0 12 Feb 2020
Arbitrary-Oriented Scene Text Detection via Rotation Proposals Jianqi Ma Weiyuan Shao Hao Ye Li Wang Hong Wang Yingbin Zheng Xiangyang Xue 158 1,175 0 03 Mar 2017