Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark

31 August 2019

Junwei Han

Papers citing "Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark"

50 / 64 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
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 47 0 0 06 May 2025
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion Boyuan Meng X. Zhang Peilin Li Zhe Wu Yiming Li Wenkai Zhao B. Yu Hui-Liang Shen ViT 77 0 0 02 May 2025
AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation Rui Li Xiaowei Zhao 54 0 0 23 Feb 2025
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis Angelos Zavras Dimitrios Michail Xiao Xiang Zhu Begum Demir Ioannis Papoutsis VLM 83 0 0 13 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 123 1 0 06 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 50 4 0 28 Jan 2025
Generalization-Enhanced Few-Shot Object Detection in Remote Sensing Hui Lin Nan Li Pengjuan Yao Kexin Dong Yuhan Guo Danfeng Hong Y. Zhang Congcong Wen 105 4 0 05 Jan 2025
Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques Lijie Tao H. Zhang Haizhao Jing Yu Liu Kelu Yao Guoting Wei Xizhe Xue 33 0 0 03 Jan 2025
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Z. Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 98 0 0 27 Nov 2024
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation Datao Tang Xiangyong Cao Xuan Wu Jialin Li Jing Yao Xueru Bai Deyu Meng Yin Li Deyu Meng DiffM 80 6 0 23 Nov 2024
GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding Y. Zhou Mengcheng Lan Xiang Li Yiping Ke Xue Jiang Litong Feng Qingyun Li Xue Yang Wayne Zhang ObjD VLM 116 4 0 16 Nov 2024
Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community Jiancheng Pan Yanxing Liu Yuqian Fu Muyuan Ma Jiaohao Li D. Paudel Luc Van Gool Xiaomeng Huang ObjD 61 7 0 17 Aug 2024
Category-Aware Dynamic Label Assignment with High-Quality Oriented Proposal Mingkui Feng Hancheng Yu Xiaoyu Dang Ming Zhou 39 2 0 03 Jul 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
Low-Rank Adaption on Transformer-based Oriented Object Detector for Satellite Onboard Processing of Remote Sensing Images Xinyang Pu Feng Xu 32 3 0 04 Jun 2024
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events Xin Wu Zhanchao Huang Li Wang Jocelyn Chanussot Jiaojiao Tian 26 5 0 14 May 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 39 4 0 11 May 2024
Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images Wenbin Guan Zijiu Yang Xiaohong Wu Liqiong Chen Feng Huang Xiaohai He Honggang Chen 36 2 0 29 Apr 2024
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want Weifeng Lin Xinyu Wei Ruichuan An Peng Gao Bocheng Zou Yulin Luo Siyuan Huang Shanghang Zhang Hongsheng Li VLM 63 33 0 29 Mar 2024
Cross-domain Multi-modal Few-shot Object Detection via Rich Text Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 47 1 0 24 Mar 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
From Blurry to Brilliant Detection: YOLOv5-Based Aerial Object Detection with Super Resolution Ragib Amin Nihal Benjamin Yen Katsutoshi Itoyama Kazuhiro Nakadai 22 1 0 26 Jan 2024
Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery Jialu Sui Yiyang Ma Wenhan Yang Xiaokang Zhang Man-On Pun Jiaying Liu 25 13 0 25 Jan 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
P2RBox: Point Prompt Oriented Object Detection with SAM Guangming Cao Xuehui Yu Wenwen Yu Xumeng Han Xue Yang Guorong Li Jianbin Jiao Zhenjun Han 26 4 0 22 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 43 5 0 01 Nov 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 14 6 0 17 Jul 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
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking Shaohui Mei Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Lap-Pui Chau AAML 20 11 0 21 Jun 2023
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images Nanqing Liu Xun Xu Turgay Celik Zongxin Gan Hengchao Li 30 26 0 13 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 89 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
Adaptive Self-Training for Object Detection Renaud Vandeghen Gilles Louppe Marc Van Droogenbroeck ObjD 28 7 0 07 Dec 2022
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image Zhaoyang Zhang Xuying Wang X. Mei Chao Tao Haifeng Li 13 20 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
A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 11 3 0 25 Oct 2022
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data Yangfan Zhan Zhitong Xiong Yuan. Yuan 66 106 0 23 Oct 2022
H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection Xue Yang Gefan Zhang Wentong Li Xuehui Wang Yue Zhou Junchi Yan 19 49 0 13 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
LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images Zhanchao Huang Wei Li X. Xia Hao Wang F. Jie R. Tao ObjD 25 51 0 16 Sep 2022
Transformers in Remote Sensing: A Survey Abdulaziz Amer Aleissaee Amandeep Kumar Rao Muhammad Anwer Salman Khan Hisham Cholakkal Guisong Xia F. Khan ViT 40 174 0 02 Sep 2022
A diverse large-scale building dataset and a novel plug-and-play domain generalization method for building extraction M. Luo Shunping Ji Shiqing Wei 17 18 0 22 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 21 305 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
A benchmark dataset for deep learning-based airplane detection: HRPlanes Tolga Bakirman Elif Sertel 17 15 0 22 Apr 2022
An Empirical Study of Remote Sensing Pretraining Di Wang Jing Zhang Bo Du Guisong Xia Dacheng Tao EDL 31 190 0 06 Apr 2022
EYNet: Extended YOLO for Airport Detection in Remote Sensing Images Hengameh Mirhajianmoghadam B. Haghighi 17 2 0 26 Mar 2022
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection Venkata Beri ObjD 16 0 0 02 Mar 2022
The KFIoU Loss for Rotated Object Detection Xue Yang Yue Zhou Gefan Zhang Jitui Yang Wentao Wang Junchi Yan Xiaopeng Zhang Q. Tian 66 163 0 29 Jan 2022