[36] F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and E. Duchesnay. Scikit-learn: Machine learning in Python. J. Mach. Learn. Res., 12:2825–2830, 2011.
[37] Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al. Learning transferable visual models from natural language supervision. In Inter. Conf. on Machine Learning (ICML), pages 8748-8763, 2021.
[38] Sebastien Razakarivony and Frederic Jurie. Vehicle detection in aerial imagery: A small target detection benchmark. J. Vis. Commun. Image R., 34:187-203, 2016. ISSN 1047-3203. doi: https://doi.org/10.1016/j.jvcir.2015.11.002.
[39] Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi. You only look once: Unified, real-time object detection. Proc. IEEE, 2016.
[40] Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun. Faster R-CNN: Towards Real-Time object detection with region proposal networks. In Proc. neural information processing systems (NeurIPS), volume 39, pages 1137-1149, June 2015.
[41] Ethan Rublee, Vincent Rabaud, Kurt Konolige, and Gary Bradski. ORB: An efficient alternative to SIFT or SURF. In Proc. IEEE Inter. Conf. on computer vision (ICCV), pages 2564-2571, 2011.
[42] Chintan A. Shah, Manoj K. Arora, Stefan A. Robila, and Pramod K. Vashney. ICA mixture model based unsupervised classification of hyperspectral imagery. In Proc. applied imagery pattern recognition workshop (AIPR), 2002. Proceedings., pages 29-35, October 2002.
[43] Yiming Sun, Bing Cao, Pengfei Zhu, and Qinghua Hu. Drone-based rgb-infrared cross-modality vehicle detection via uncertainty-aware learning. IEEE Transactions on Circuits and Systems for Video Technology, 32(10):6700-6713, 2022. doi: 10.1109/TCSVT.2022.3168279.
[44] Yiming Sun, Bing Cao, Pengfei Zhu, and Qinghua Hu. Detfusion: A detection-driven infrared and visible image fusion network. In Proceedings of the ACM International Conference on Multimedia, pages 4003-4011, 2022.
[45] Zhi Tian, Chunhua Shen, Hao Chen, and Tong He. Fcos: Fully convolutional one-stage object detection. In Proc. IEEE Inter. Conf. on computer vision (ICCV), 2019.
[46] Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, and Christian Jutten. Hyperspectral image classification with independent component discriminant analysis. IEEE Trans. Geosci. Remote Sens., 49 (12):4865-4876, December 2011.
[47] Kentaro Wada. Labelme: Image Polygonal Annotation with Python. URL https://github.com/wkentaro/labelme.
[48] Nan Wang, Bo Li, Xingxing Wei, Yonghua Wang, and Huanqian Yan. Ship detection in spaceborne infrared image based on lightweight CNN and multisource feature cascade decision. IEEE Trans. Geosci. Remote Sens., 59(5):4324-4339, May 2021.
[49] Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, and Xiang Bai. iSAID: A large-scale dataset for instance segmentation in aerial images. In Proc. IEEE Conf. on computer vision and pattern recognition workshops (CVPRw), pages 28-37, 2019.
[50] Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, and Liangpei Zhang. Dota: A large-scale dataset for object detection in aerial images. In Proc. IEEE Conf. on computer vision and pattern recognition (CVPR), pages 3974-3983, 2018. doi: 10.1109/CVPR.2018.00418.
[51] Saining Xie, Ross Girshick, Piotr Dollar, Zhuowen Tu, and Kaiming He. Aggregated residual transformations for deep neural networks. arXiv preprint arXiv:1611.05431, 2016.
[52] Longbin Yan, Min Zhao, Xiuheng Wang, Yuge Zhang, and Jie Chen. Object detection in hyperspectral images. IEEE Signal Process. Lett., 28:508-512, 2021. doi: 10.1109/LSP.2021.3059204.
[53] Lu Yan, Masahiro Yamaguchi, Naoki Noro, Yohei Takara, and Fuminori Ando. A novel two-stage deep learning-based small-object detection using hyperspectral images. Opt. Rev., 26(6):597-606, December 2019.