Publications

Paper

Liu, Z., Yang, S., Gao, Q., Feng, Z., Wang, M., Jiao L. . (2022). AFnet and PAFnet: Fast and Accurate SAR Autofocus Based on Deep Learning. IEEE Transactions on Geoscience and Remote Sensing, 60, 1-13. pdf, doi, code, bib
Liu, Z., Yang, S., Feng, Z., Wang, M., Yu, Z. . (2023). Deep Compressive Imaging With Meta-Learning. IEEE Transactions on Instrumentation and Measurement, 72, 1-9. pdf, doi, code, bib
Liu, Z., Yang, S., Feng, Z., Gao, Q., Wang, M. . (2021). Fast SAR Autofocus Based on Ensemble Convolutional Extreme Learning Machine. Remote Sensing, 13, 2683. pdf, doi, code, ga, bib
Yang, S. , Liu, Z. , Gao, Q. Feng, Z. . (2019). Extreme Self-Paced Learning Machine for On-Orbit SAR Images Change Detection. IEEE Access, 7, 116413-116423. pdf, doi
Wang, M. , Yang, S. , Liu, Z. , & Li, Z. . (2019). Collaborative compressive radar imaging with saliency priors. IEEE Transactions on Geoscience and Remote Sensing, PP(99), 1-11. pdf, doi
Yang, S. , Wang, M. , Feng, Z. , Liu, Z. , & Li, R. . (2018). Deep sparse tensor filtering network for synthetic aperture radar images classification. IEEE Transactions on Neural Networks and Learning Systems, 1-6. pdf, doi
Feng, Z. , Wang, M. , Yang, S. , Liu, Z. , Liu, L. , & Wu, B. , et al. (2017). Superpixel tensor sparse coding for structural hyperspectral image classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(4), 1632-1639. pdf, doi
Yang, L. , Yang, S. , Li, S. , Liu, Z. , & Jiao, L. . (2017). Incremental laplacian regularization extreme learning machine for online learning. Applied Soft Computing, 59. pdf, doi
Yang, S. , Wang, M. , Long, H. , & Liu, Z. . (2016). Sparse robust filters for scene classification of synthetic aperture radar (sar) images. Neurocomputing, 184, 91-98. pdf, doi
刘志. (2012). 指数函数和对数函数的图像交点个数. 高等数学研究,15(5), 43-45. pdf, blog

Patent

杨淑媛,刘志,王敏,龙贺兆,刘红英,侯彪,熊涛,缑水平,刘芳,焦李成. 基于深度自编码网络的大压缩比卫星遥感图像压缩方法[P]. 陕西：CN105163121A,2015-12-16. pdf

Dissertation

Details

Learned Compressive Imaging