Publications

Towards Vision-Language Geo-Foundation Model: A Survey
Yue Zhou, Litong Feng, Yiping Ke, Xue Jiang, Junchi Yan, Xue Yang, Wayne Zhang
arXiv:2304.04403, 2024
[Paper] [Code]

DGA: Direction-Guided Attack Against Optical Aerial Detection in Camera Shooting Direction-Agnostic Scenarios
Yue Zhou, Shuqi Sun, Xue Jiang, Guozheng Xu, Fengyuan Hu, Ze Zhang, Xingzhao Liu
IEEE Transactions on Geoscience and Remote Sensing (TGRS) , 2024
The first direction-guided attack against aerial detectors.
[Paper] [Code] [Project Page]

CamoNet: A Target Camouflage Network for Remote Sensing Images Based on Adversarial Attack
Yue Zhou, Wanghan Jiang, Xue Jiang, Lin Chen, Xingzhao Liu
Remote Sensing (RS) , 2023
[Paper]

GRD: An ultra-lightweight SAR ship detector based on global relationship distillation
Yue Zhou, Xue Jiang, Lin Chen, Xingzhao Liu
IEEE Geoscience and Remote Sensing Letters (GRSL) , 2023
[Paper]

A semi-supervised arbitrary-oriented SAR ship detection network based on interference consistency learning and pseudo label calibration
Yue Zhou, Xue Jiang, Zeming Chen, Lin Chen, Xingzhao Liu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS) , 2023
The first end-to-end semi-supervised framework for SAR ship detection.
[Paper]

PVT-SAR: An arbitrarily oriented SAR ship detector with pyramid vision transformer
Yue Zhou, Xue Jiang, Guozheng Xu, Xue Yang, Xingzhao Liu, Zhou Li
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS) , 2023
[Paper]

H2rbox-v2: Boosting hbox-supervised oriented object detection via symmetric learning
Yi Yu, Xue Yang, Qingyun Li, Yue Zhou, Gefan Zhang, Junchi Yan, Feipeng Da
arXiv:2304.04403, 2023
[Paper] [Code]

The KFIoU loss for rotated object detection
Xue Yang, Yue Zhou, Gefan Zhang, Jirui Yang, Wentao Wang, Junchi Yan, Xiaopeng Zhang, Qi Tian
International Conference on Learning Representations (ICLR) , 2023
[Paper] [Code]

H2RBox: Horizonal box annotation is all you need for oriented object detection
Xue Yang, Gefan Zhang, Wentong Li, Xuehui Wang, Yue Zhou, Junchi Yan
International Conference on Learning Representations (ICLR) , 2023
The first weak-supervised framework for rotated object detection.
[Paper] [Code]

Mmrotate: A rotated object detection benchmark using pytorch
Yue Zhou*, Xue Yang*, Gefan Zhang, Jiabao Wang, Yanyi Liu, Liping Hou, Xue Jiang, Xingzhao Liu, Junchi Yan, Chengqi Lyu, Wenwei Zhang, Kai Chen
ACM International Conference on Multimedia, Open-source track (ACM MM) , 2022 (oral)
The first unified rotated object detection toolbox and benchmark.
[Paper] [Code]

Rtmdet: An empirical study of designing real-time object detectors
Chengqi Lyu, Wenwei Zhang, Haian Huang, Yue Zhou, Yudong Wang, Yanyi Liu, Shilong Zhang, Kai Chen
arXiv:2212.07784, 2022
New state of the art on rotated object detection benchmarks.
[Paper] [Code]

Detecting rotated objects as gaussian distributions and its 3-d generalization
Xue Yang, Gefan Zhang, Xiaojiang Yang, Yue Zhou, Wentao Wang, Jin Tang, Tao He, Junchi Yan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2022
[Paper]

Benchmark for Arbitrary-Oriented SAR Ship Detection
Yue Zhou, Xue Jiang, Zhou Li, Xingzhao Liu
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) , 2022
[Paper]

Arbitrary-oriented SAR ship detection via frequency learning
Yue Zhou, Xue Jiang, Zhou Li, Xingzhao Liu
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) , 2021
[Paper]

SAR ship detection dataset (SSDD): Official release and comprehensive data analysis
Tianwen Zhang, Xiaoling Zhang, Jianwei Li, Xiaowo Xu, Baoyou Wang, Xu Zhan, Yanqin Xu, Xiao Ke, Tianjiao Zeng, Hao Su, Israr Ahmad, Dece Pan, Chang Liu, Yue Zhou, Jun Shi, Shunjun Wei
Remote Sensing (RS) , 2021
Official release of the first open-source ship detection dataset SSDD.
[Project Page]

SAR Target Classification with Limited Data via Data Driven Active Learning
Yue Zhou, Xue Jiang, Zhou Li, Xingzhao Liu
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) , 2020 (oral)
[Paper]

Dense label encoding for boundary discontinuity free rotation detection
Xue Yang, Liping Hou, Yue Zhou, Wentao Wang, Junchi Yan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2020
[Paper] [Code]

LS-SSDD-v1. 0: A deep learning dataset dedicated to small ship detection from large-scale Sentinel-1 SAR images
Tianwen Zhang, Xiaoling Zhang, Xiao Ke, Xu Zhan, Jun Shi, Shunjun Wei, Dece Pan, Jianwei Li, Hao Su, Yue Zhou, Durga Kumar.
Remote Sensing (RS) , 2020
The first large-scale SAR ship detection dataset.
[Project Page]

Convolutional neural network-based dictionary learning for SAR target recognition
L Tao, Y Zhou, X Jiang, X Liu, Z Zhou
IEEE Geoscience and Remote Sensing Letters (GRSL) , 2020