目标检测

数据集

DOTA: A Large-scale dataset for object detection in aerial images .
G.-S. Xia, X. Bai, J. Ding, Z. Zhu, S. Belongie, J. Luo, M. Datcu, M. Pelillo, L. Zhang.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
[paper] [Project Page]

算法

Learning RoI Transformer for Detecting Oriented Objects in Aerial Images.
J. Ding, N. Xue, Y. Long, G.-S. Xia, Q. Lu.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[paper]

ReDet: A Rotation Equivariant Detector for Aerial Object Detection.
J. Han, J. Ding, N. Xue, G.-S. Xia.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[paper] [Code]

Align Deep Features for Oriented Object Detection.
J. Han, J. Ding, J. Li, G.-S. Xia.
IEEE Trans. on Geoscience and Remote Sensing (TGRS), in press.
[paper] [Code]

Gliding vertex on the horizontal bounding box for multi-oriented object detection .
Y. Xu, M. Fu, Q.Wang, Y. Wang, K. Chen, G.-S. Xia, X. Bai.
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), in press, 2020.
[paper] [Code]

Learning Center Probability Map for Detecting Objects in Aerial Images .
J. Wang, W. Yang, H. Li, H. Zhang, G.-S. Xia.
IEEE Trans. on Geoscience and Remote Sensing (TGRS), in press, 2020.
[paper] [Project Page]

Small object detection in forward-looking infrared images with sea clutter via context-driven Bayesian saliency model.
J.-G. Yu, G.-S. Xia, J. Deng, S. Liu, J. Tian.
Infrared Physics and Technology, Vol.73, pp.175-183, 2015.
[paper]