代表论文:
?L. Zhang, Q. Zhang, B. Du, X. Huang, Y. Y. Tang, and D. Tao, "Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images," IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2016.2605044, 2017.
?L. Zhang, Q. Zhang, B. Du, D. Tao, and Jane You, "Adaptive Manifold Regularized Matrix Factorization for Data Clustering," in Proc. International Joint Conference on Artificial Intelligence, 2017. (CCF A类)
?L. Zhang, Q. Zhang, B. Du, D. Tao, and Jane You, "Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction," in Proc. AAAI Conference on Artificial Intelligence, pp. 1662-1668, 2017. (CCF A类)
?L. Zhang, X. Zhu, L. Zhang, and B. Du, "Multidomain Subspace Classification for Hyperspectral Images," IEEE Transactions on Geoscience and Remote Sensing, vol. 54, no. 10, pp. 6138-6150, October, 2016.
?L. Zhang, L. Zhang, and B. Du, "Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art," IEEE Geoscience and Remote Sensing Magazine, vol. 4, no. 2, pp. 22-40, June, 2016. (ESI热点论文、ESI高引论文)
?L. Zhang, Q. Zhang, L. Zhang, D. Tao, X. Huang, and B. Du, "Ensemble Manifold Regularized Sparse Low-Rank Approximation for Multiview Feature Embedding," Pattern Recognition, vol. 48, no. 10, pp. 3102–3112, October, 2015. (ESI热点论文、ESI高引论文)
?L. Zhang, L. Zhang, D. Tao, and B. Du, "A Sparse and Discriminative Tensor to Vector Projection for Human Gait Feature Representation," Signal Processing, vol. 106, pp. 245–252, January, 2015.
?L. Zhang, L. Zhang, D. Tao, X. Huang, and B. Du, "Compression of Hyperspectal Remote Sensing Images by Tensor Approach," Neurocomputing, vol. 147, pp. 358-363, January, 2015.
?L. Zhang, L. Zhang, D. Tao, X. Huang, and B. Du, "Hyperspectral Remote Sensing Image Subpixel Target Recognition Based on Supervised Metric Learning," IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 8, pp. 4955-4965, August, 2014.
?L. Zhang, L. Zhang, D. Tao, and X. Huang, "Sparse Transfer Manifold Embedding for Hyperspectral Target Detection," IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 2, pp. 1030-1043, February, 2014. (ESI高引论文)
?L. Zhang, L. Zhang, D. Tao, and X. Huang, "A Modified Stochastic Neighbor Embedding for Multi-feature Dimension Reduction of Remote Sensing Images," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 83, pp. 30-39, September, 2013.
?L. Zhang, L. Zhang, D. Tao, and X. Huang, "Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction," IEEE Transactions on Geoscience and Remote Sensing, vol. 51, no. 1, pp. 242-256, January, 2013. (ESI热点论文、ESI高引论文)
?L. Zhang, L. Zhang, D. Tao, and X. Huang, "On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 50, no. 3, pp. 879-893, March, 2012. (ESI高引论文)
?L. Zhang, L. Zhang, D. Tao, and X. Huang, "A Multifeature Tensor for Remote-Sensing Target Recognition," IEEE Geoscience and Remote Sensing Letters, vol. 8, no. 2, pp. 374-378, March, 2011.