图像检索

关键词：基于草图的遥感影像检索、基于事件的遥感影像检索等等。

数据集

RSketch: Mental Retrieval of Remote Sensing Images via Adversarial Sketch-Image Feature Learning .
F. Xu, W. Yang, T. Jiang, S. Lin, H. Luo, G.-S. Xia.
IEEE Trans. on Geoscience and Remote Sensing (TGRS), Vol.58, No.11, pp.7801-7814, 2020.
[paper]

WHU-RS19: Structural high-resolution satellite image indexing .
G.-S. Xia, W. Yang, J. Delon, Y. Gousseau.
Symposium: 100 Years ISPRS - Advancing Remote Sensing Science: Vienna, Austria, 2010.
[paper] [Project Page]

算法

Mental Retrieval of Remote Sensing Images via Adversarial Sketch-Image Feature Learning.
F. Xu, W. Yang, T. Jiang, S. Lin, H. Luo, G.-S. Xia.
IEEE Trans. on Geoscience and Remote Sensing (TGRS), Vol.58, No.11, pp.7801-7814, 2020.
[paper]

Mental Retrieval of Large-Scale Satellite Images Via Learned Sketch-Image Deep Features.
F. Xu, R. Zhang, W. Yang, G.-S. Xia.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2019.
[paper]

Retrieving aerial scene images with learned deep image-sketch features.
T.-B Jiang, G.-S. Xia, Q. Lu, W. Shen.
Journal of Computer Science and Technology (JCST), Vol. 32, No.4, pp. 726–737, 2017.
[paper]

Sketch-based aerial image retrieval .
T. Jiang, G.-S. Xia, Q. Lu.
IEEE International Conference on Image Processing (ICIP): Beijing, China, 2017.
[paper]

Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation .
X.-Y. Tong, G.-S. Xia, F. Hu, Y. Zhong, M. Datcu, L. Zhang.
IEEE Trans. on Big Data, Vol. 6, No. 3, pp.507-521, 2020.
[paper]

Delving into Deep Representations for Remote Sensing Image Retrieval.
F. Hu, X. Tong, G.-S. Xia and L. Zhang.
IEEE International Conference on Signal Processing (ICSP), Chengdu, Sichuan, 2016.
[paper]

Matching Neuromorphic Events and Color Images via Adversarial Learning.
F. Xu, S. Lin, W. Yang, L. Yu, D. Dai, G.-S. Xia.
arXiv:2003.00636, 2020.
[paper]

Robust visible-infrared image matching by exploiting dominant edge orientations.
H. Chen, N. Xue; Y. Zhang, Q. Lu, G.-S. Xia.
Pattern Recognition Letter, Vol.127, No.11, pp.3-10, 2019.
[paper]