Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark

28 June 2022

Papers citing "Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark"

29 / 29 papers shown

Title
Dome-DETR: DETR with Density-Oriented Feature-Query Manipulation for Efficient Tiny Object Detection Zhangchi Hu Peixi Wu Jie Chen Huyue Zhu Yijun Wang Yansong Peng H. Li Xingchen Sun 46 0 0 09 May 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 34 0 0 01 Mar 2025
YOLOSCM: An improved YOLO algorithm for cars detection Changhui Deng Lieyang Chen Shinan Liu 71 0 0 23 Jan 2025
NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection Yechan Kim SooYeon Kim Moongu Jeon ViT 50 1 0 08 Jan 2025
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 96 0 0 16 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 79 0 0 12 Dec 2024
Interactive Masked Image Modeling for Multimodal Object Detection in Remote Sensing Minh-Duc Vu Zuheng Ming Fangchen Feng Bissmella Bahaduri A. Mokraoui ObjD 27 0 0 13 Sep 2024
UAVDB: Trajectory-Guided Adaptable Bounding Boxes for UAV Detection Yu-Hsi Chen 53 2 0 09 Sep 2024
Similarity Distance-Based Label Assignment for Tiny Object Detection Shuohao Shi Qiang Fang Tong Zhao Xin Xu ObjD 47 2 0 02 Jul 2024
Triple-domain Feature Learning with Frequency-aware Memory Enhancement for Moving Infrared Small Target Detection Weiwei Duan Luping Ji Shengjia Chen Sicheng Zhu Mao Ye 76 4 0 11 Jun 2024
A DeNoising FPN With Transformer R-CNN for Tiny Object Detection Hou-I Liu Yu-Wen Tseng Kai-Cheng Chang Pin-Jyun Wang Hong-Han Shuai Wen-Huang Cheng ViT ObjD 40 24 0 09 Jun 2024
CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos Trong-Thuan Nguyen Pha Nguyen Xin Li Jackson Cothren Alper Yilmaz Khoa Luu 46 3 0 03 Jun 2024
YOLC: You Only Look Clusters for Tiny Object Detection in Aerial Images Chenguang Liu Guangshuai Gao Ziyue Huang Zhenghui Hu Qingjie Liu Yunhong Wang ObjD 29 15 0 09 Apr 2024
DQ-DETR: DETR with Dynamic Query for Tiny Object Detection Yi-Xin Huang Hou-I Liu Hong-Han Shuai Wen-Huang Cheng 31 15 0 04 Apr 2024
Robust Tiny Object Detection in Aerial Images amidst Label Noise Haoran Zhu Chang Xu Wen Yang Ruixiang Zhang Yan Zhang Gui-Song Xia NoLa 30 1 0 16 Jan 2024
Shape-IoU: More Accurate Metric considering Bounding Box Shape and Scale Hao Zhang Shuaijie Zhang 23 68 0 29 Dec 2023
Multiview Aerial Visual Recognition (MAVREC): Can Multi-view Improve Aerial Visual Perception? A. Dutta Srijan Das Jacob Nielsen Rajatsubhra Chakraborty Mubarak Shah 29 9 0 07 Dec 2023
Rethinking Scale Imbalance in Semi-supervised Object Detection for Aerial Images Ruixiang Zhang Chang Xu Fang Xu Wen Yang Guangjun He Huai Yu Gui-Song Xia 49 2 0 23 Oct 2023
Multimodal Transformer Using Cross-Channel attention for Object Detection in Remote Sensing Images Bissmella Bahaduri Zuheng Ming Fangchen Feng Anissa Mokraou 32 1 0 21 Oct 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
MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results Yuki Kondo Norimichi Ukita Takayuki Yamaguchi Haoran Hou Mu-Yi Shen ... Ichiro Ide Yosuke Shinya Xinyao Liu Guang Liang S. Yasui 23 13 0 18 Jul 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
OGMN: Occlusion-guided Multi-task Network for Object Detection in UAV Images Xuexue Li Wenhui Diao Yongqiang Mao Peng Gao Xiuhua Mao Xinming Li Xian Sun ObjD 32 30 0 24 Apr 2023
Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection Chang Xu Jian Ding Jinwang Wang Wentao Yang Huai Yu Lei Yu Gui-Song Xia ObjD 31 59 0 18 Apr 2023
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia ObjD 36 130 0 18 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 30 306 0 28 Jul 2022
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 187 388 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
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 147 476 0 12 Jun 2018