DOTA: A Large-scale Dataset for Object Detection in Aerial Images

28 November 2017

Mihai Datcu

Papers citing "DOTA: A Large-scale Dataset for Object Detection in Aerial Images"

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Title
From Word to Sentence: A Large-Scale Multi-Instance Dataset for Open-Set Aerial Detection Guoting Wei Yu Liu Xia Yuan Xizhe Xue Linlin Guo Yifan Yang Chunxia Zhao Zongwen Bai Haokui Zhang Rong Xiao ObjD 53 0 0 06 May 2025
More Clear, More Flexible, More Precise: A Comprehensive Oriented Object Detection benchmark for UAV Kai Ye Haidi Tang Bowen Liu Pingyang Dai Liujuan Cao Rongrong Ji AI4TS 36 0 0 28 Apr 2025
A multi-scale vision transformer-based multimodal GeoAI model for mapping Arctic permafrost thaw Wenwen Li Chia-Yu Hsu Sizhe Wang Zhining Gu Yili Yang Brendan M. Rogers A. Liljedahl 61 0 0 23 Apr 2025
Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Any Convex Parametric Shapes Duy-Tho Le Trung Pham Jianfei Cai H. Rezatofighi 31 0 0 23 Apr 2025
SAGA: Semantic-Aware Gray color Augmentation for Visible-to-Thermal Domain Adaptation across Multi-View Drone and Ground-Based Vision Systems Manjunath D Aniruddh Sikdar Prajwal Gurunath Sumanth Udupa Suresh Sundaram 38 0 0 22 Apr 2025
FPGA-Based Neural Network Accelerators for Space Applications: A Survey Pedro Antunes Artur Podobas 30 0 0 22 Apr 2025
Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination Kunal Jha Wilka Carvalho Yancheng Liang S. Du Max Kleiman-Weiner Natasha Jaques 32 0 0 17 Apr 2025
Analyzing the Impact of Low-Rank Adaptation for Cross-Domain Few-Shot Object Detection in Aerial Images Hicham Talaoubrid Anissa Mokraoui Ismail Ben Ayed Axel Prouvost Sonimith Hang Monit Korn Rémi Harvey ObjD 60 1 0 08 Apr 2025
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? Fengxiang Wang Han Wang Mingshuo Chen Di Wang Yulin Wang ... L. Lan Wenjing Yang Jun Zhang Zhen Leng Thai Maosong Sun 65 3 0 31 Mar 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Yiming Lei Chenkai Zhang Zeming Liu Qingjie Liu Yixuan Wang 54 0 0 28 Mar 2025
LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer Text Weizhi Chen Jingbo Chen Yupeng Deng Jiansheng Chen Yuman Feng Zhihao Xi Diyou Liu Kai Li Yu Meng VLM 55 0 0 25 Mar 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery Sara Al-Emadi Yin Yang Ferda Ofli 41 0 0 24 Mar 2025
A Vision Centric Remote Sensing Benchmark Abduljaleel Adejumo Faegheh Yeganli Clifford Broni-bediako Aoran Xiao Naoto Yokoya Mennatullah Siam 67 0 0 20 Mar 2025
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images Ziyue Huang Yongchao Feng Shuai Yang Zichen Liu Qingjie Liu Yixuan Wang ObjD 232 0 0 08 Mar 2025
RFWNet: A Lightweight Remote Sensing Object Detector Integrating Multi-Scale Receptive Fields and Foreground Focus Mechanism Yujie Lei Wenjie Sun Sen Jia Qingquan Li Jie Zhang 49 0 0 01 Mar 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing Xiang Xiang Zhuo Xu Yao Deng Qinhao Zhou Yifan Liang Ke Chen Qingfang Zheng Yaowei Wang Xilin Chen Wen Gao VLM 50 0 0 28 Feb 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 159 51 0 21 Feb 2025
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis Angelos Zavras Dimitrios Michail Xiao Xiang Zhu Begüm Demir Ioannis Papoutsis VLM 88 0 0 13 Feb 2025
Wholly-WOOD: Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object Detection Yi Yu Xue Yang Yansheng Li Zhenjun Han Feipeng Da Junchi Yan 73 0 0 13 Feb 2025
SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer Wenxi Li Yuchen Guo Jilai Zheng Haozhe Lin Chao Ma Lu Fang Xiaokang Yang ViT 62 1 0 11 Feb 2025
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Yi Yu Botao Ren Peiyuan Zhang Mingxin Liu Junwei Luo Shaofeng Zhang Feipeng Da Junchi Yan Xue Yang 3DPC 131 1 0 06 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
GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection Jeffri Murrugarra-Llerena Jose Henrique Lima Marques Claudio R. Jung 66 0 0 03 Feb 2025
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data Jeremy Irvin Emily Ruoyu Liu Joyce Chuyi Chen Ines Dormoy Jinyoung Kim Samar Khanna Zhuo Zheng Stefano Ermon MLLM VLM 60 5 0 28 Jan 2025
TimberVision: A Multi-Task Dataset and Framework for Log-Component Segmentation and Tracking in Autonomous Forestry Operations Daniel Steininger Julia Simon Andreas Trondl Markus Murschitz 44 1 0 13 Jan 2025
NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection Yechan Kim SooYeon Kim Moongu Jeon ViT 52 1 0 08 Jan 2025
SpecDETR: A Transformer-based Hyperspectral Point Object Detection Network Zhaoxu Li Wei An Gaowei Guo Longguang Wang Yingqian Wang Zaiping Lin ViT 88 0 0 03 Jan 2025
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks Jiannan Wu Muyan Zhong Sen Xing Zeqiang Lai Zhaoyang Liu ... Lewei Lu Tong Lu Ping Luo Yu Qiao Jifeng Dai MLLM VLM LRM 102 48 0 03 Jan 2025
Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques Lijie Tao Han Zhang Haizhao Jing Yu Liu Kelu Yao Guoting Wei Xizhe Xue 44 0 0 03 Jan 2025
SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection Yuchen Li Xianrui Li Yunheng Li Wenjie Qu Yimian Dai Qibin Hou Ming-Ming Cheng Jian Yang 39 6 0 31 Dec 2024
AI-Powered Urban Transportation Digital Twin: Methods and Applications Xuan Di Yongjie Fu Mehmet K.Turkcan Mahshid Ghasemi Zhaobin Mo Chengbo Zang Abhishek Adhikari Z. Kostić Gil Zussman AI4CE 44 0 0 30 Dec 2024
User Willingness-aware Sales Talk Dataset Asahi Hentona Jun Baba Shiki Sato Reina Akama 40 0 0 27 Dec 2024
Texture- and Shape-based Adversarial Attacks for Vehicle Detection in Synthetic Overhead Imagery Mikael Yeghiazaryan Sai Abhishek Siddhartha Namburu Emily Kim Stanislav Panev Celso de Melo Brent Lance Fernando de la Torre Jessica K. Hodgins AAML 87 0 0 20 Dec 2024
Efficient Oriented Object Detection with Enhanced Small Object Recognition in Aerial Images Zhifei Shi Zongyao Yin Sheng Chang Xiao Yi Xianchuan Yu 102 0 0 17 Dec 2024
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning Chang Xu Ruixiang Zhang Wen Yang Haoran Zhu Fang Xu Jian Ding Gui-Song Xia ObjD 98 0 0 16 Dec 2024
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation Robin Ghyselinck Valentin Delchevalerie Bruno Dumas Benoit Frénay 70 0 0 12 Dec 2024
Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach Kailas PS Selvakumaran R Palani Murugan Ramesh Kumar V Malaya Kumar Biswal M 84 0 0 12 Dec 2024
BAFPN: Bi directional alignment of features to improve localization accuracy Li Jiakun Wang Qingqing Dong Hongbin Li Kexin ObjD 76 0 0 01 Dec 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Zhi Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 108 0 0 27 Nov 2024
GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding Yue Zhou Mengcheng Lan Xiang Li Yiping Ke Yiping Ke Xue Jiang Qingyun Li Xue Yang Wayne Zhang ObjD VLM 116 4 0 16 Nov 2024
Structure Tensor Representation for Robust Oriented Object Detection Xavier Bou Gabriele Facciolo R. G. V. Gioi Jean-Michel Morel T. Ehret 34 0 0 15 Nov 2024
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery Ashim Dahal Saydul Akbar Murad Nick Rahimi ViT 39 1 0 14 Nov 2024
DDFAV: Remote Sensing Large Vision Language Models Dataset and Evaluation Benchmark Haodong Li Haicheng Qu Xiaofeng Zhang 45 1 0 05 Nov 2024
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation Yan Li Weiwei Guo Xue Yang Ning Liao Shaofeng Zhang Yi Yu Wenxian Yu Junchi Yan ObjD 45 0 0 04 Nov 2024
OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction Hongbo Zhao Lue Fan Yuntao Chen Haochen Wang Yunqiao Yang Xiaojuan Jin Yixin Zhang Gaofeng Meng Zhaoxiang Zhang 69 1 0 30 Oct 2024
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing Images Hanlin Wu Jiangwei Mo Xiaohui Sun Jie Ma 36 1 0 30 Oct 2024
IndraEye: Infrared Electro-Optical UAV-based Perception Dataset for Robust Downstream Tasks Manjunath D Prajwal Gurunath Sumanth Udupa Aditya Gandhamal Shrikar Madhu Aniruddh Sikdar Suresh Sundaram 24 0 0 28 Oct 2024
MMM-RS: A Multi-modal, Multi-GSD, Multi-scene Remote Sensing Dataset and Benchmark for Text-to-Image Generation Jialin Luo Yuanzhi Wang Ziqi Gu Yide Qiu Shuaizhen Yao Fuyun Wang Chunyan Xu Wenhua Zhang Dan Wang Zhen Cui DiffM 30 2 0 26 Oct 2024
Deep Generic Dynamic Object Detection Based on Dynamic Grid Maps Rujiao Yan Linda Schubert Alexander Kamm Matthias Komar M. Schreier 3DPC 34 0 0 18 Oct 2024
PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection Botao Ren Xue Yang Yi Yu Junwei Luo Zhidong Deng 41 5 0 10 Oct 2024