Remote Sensing Object Detection Meets Deep Learning: A Meta-review of
Challenges and Advances

Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances

13 September 2023

Xiangrong Zhang

Papers citing "Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances"

19 / 19 papers shown

Title
DiffMOD: Progressive Diffusion Point Denoising for Moving Object Detection in Remote Sensing Jinyue Zhang Xiangrong Zhang Zhongjian Huang Tianyang Zhang Yifei Jiang Licheng Jiao DiffM 31 0 0 14 Apr 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 66 0 0 13 Feb 2025
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 38 0 0 04 Nov 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 25 2 0 26 Oct 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
Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models Haonan Guo Xin Su Chen Wu Bo Du L. Zhang Deren Li LLMAG 24 11 0 17 Jan 2024
Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning Yan Li Weiwei Guo Xue Yang Ning Liao Dunyun He Jiaqi Zhou Wenxian Yu ObjD VLM 30 7 0 20 Nov 2023
Continual Object Detection: A review of definitions, strategies, and challenges Angelo G. Menezes Gustavo de Moura Cézanne Alves André C. P. L. F. de Carvalho ObjD 55 51 0 30 May 2022
The KFIoU Loss for Rotated Object Detection Xue Yang Yue Zhou Gefan Zhang Jitui Yang Wentao Wang Junchi Yan Xiaopeng Zhang Q. Tian 68 163 0 29 Jan 2022
RSDet++: Point-based Modulated Loss for More Accurate Rotated Object Detection W. Qian Xue Yang Silong Peng Junchi Yan Xiujuan Zhang 49 41 0 24 Sep 2021
Oriented R-CNN for Object Detection Xingxing Xie Gong Cheng Jiabao Wang Xiwen Yao Junwei Han ObjD 121 673 0 12 Aug 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo L. Zhang 184 387 0 24 Feb 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 113 399 0 28 Jan 2021
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing Images Qi Ming Lingjuan Miao Z. Zhou Yunpeng Dong ObjD 103 176 0 18 Jan 2021
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery L. Osco Mauro dos Santos de Arruda D. Gonçalves Alexandre Dias J. Batistoti ... V. Liesenberg Jonathan Li Lingfei Ma J. M. Junior W. Gonçalves 35 98 0 31 Dec 2020
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection Qi Ming Z. Zhou Lingjuan Miao Hongwei Zhang Linhao Li ObjD 147 285 0 08 Dec 2020
Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning B. Kellenberger Diego Marcos D. Tuia 26 261 0 29 Jun 2018
Automatic Ship Detection of Remote Sensing Images from Google Earth in Complex Scenes Based on Multi-Scale Rotation Dense Feature Pyramid Networks Xue Yang Hao Sun Kun Fu Jirui Yang Xian Sun M. Yan Zhi Guo 139 476 0 12 Jun 2018
Feature Pyramid Networks for Object Detection Tsung-Yi Lin Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 183 21,804 0 09 Dec 2016