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"

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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
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
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion Boyuan Meng Xinming Zhang Peilin Li Zhe Wu Yiming Li Wenkai Zhao B. Yu Hui-Liang Shen ViT 141 0 0 02 May 2025
AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation Rui Li Xiaowei Zhao 71 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 Begüm Demir Ioannis Papoutsis VLM 86 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 131 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 60 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 Wenjie Qu Congcong Wen 118 4 0 05 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 37 0 0 03 Jan 2025
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Zehua Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 105 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 85 6 0 23 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
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 69 7 0 17 Aug 2024
Category-Aware Dynamic Label Assignment with High-Quality Oriented Proposal Mingkui Feng Hancheng Yu Xiaoyu Dang Ming Zhou 52 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 66 25 0 17 Jun 2024
RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent Wenjia Xu Zijian Yu Yixu Wang Jiuniu Wang Yuanben Zhang Guangzuo Li Mugen Peng LLMAG 48 0 0 11 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 31 5 0 14 May 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 49 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 48 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 71 33 0 29 Mar 2024
Cross-domain Multi-modal Few-shot Object Detection via Rich Text Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 55 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 37 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 26 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 35 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 36 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 34 4 0 22 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 53 6 0 01 Nov 2023
Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances Xiangrong Zhang Tianyang Zhang Guanchun Wang Peng Zhu Xu Tang Xiuping Jia Licheng Jiao ObjD 49 46 0 13 Sep 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 19 6 0 17 Jul 2023
Multimodal Object Detection in Remote Sensing Abdelbadie Belmouhcine Jean-Christophe Burnel L. Courtrai M. Pham Sébastien Lefèvre ObjD 32 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 26 11 0 21 Jun 2023
Unsupervised anomaly localization in high-resolution breast scans using deep pluralistic image completion N. Konz Haoyu Dong Maciej Mazurowski 33 2 0 04 May 2023
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images Nanqing Liu Xun Xu Turgay Celik Zongxin Gan Hengchao Li 38 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 9 0 21 Feb 2023
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching Jiaqing Zhang Jie Lei Weiying Xie Yunsong Li Wenxuan Wang MQ 27 19 0 31 Dec 2022
Fewer is More: Efficient Object Detection in Large Aerial Images Xingxing Xie Gong Cheng Qingyang Li Shicheng Miao Ke Li Junwei Han ObjD 28 66 0 26 Dec 2022
Adaptive Self-Training for Object Detection Renaud Vandeghen Gilles Louppe Marc Van Droogenbroeck ObjD 41 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 29 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 24 3 0 25 Oct 2022
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data Yangfan Zhan Zhitong Xiong Yuan. Yuan 78 106 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 24 49 0 13 Oct 2022
Centerpoints Are All You Need in Overhead Imagery James Mason Inder Mark Lowell A. J. Maltenfort 3DPC 39 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 39 51 0 16 Sep 2022
Multi-Grained Angle Representation for Remote Sensing Object Detection Hao Wang Zhanchao Huang Zhengchao Chen Ying Song Wei Li 30 12 0 07 Sep 2022
Progressive Domain Adaptation with Contrastive Learning for Object Detection in the Satellite Imagery Debojyoti Biswas Jelena Tevsić ObjD 19 4 0 06 Sep 2022
Task-wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial Images Zhanchao Huang Wei Li X. Xia Hao Wang Ran Tao 34 13 0 06 Sep 2022
Transformers in Remote Sensing: A Survey Abdulaziz Amer Aleissaee Amandeep Kumar Rao Muhammad Anwer Salman Khan Hisham Cholakkal Guisong Xia Fahad Shahbaz Khan ViT 57 176 0 02 Sep 2022
Fast Fourier Convolution Based Remote Sensor Image Object Detection for Earth Observation Li Gu E. Popov D. Ge ObjD 9 5 0 01 Sep 2022