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H. Zhao, S. Liu, Q. Du, L. Bruzzone, Y. Zheng, K. Du, X. Tong, H. Xie, X. Ma, "GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, 2022, Art no. 5632814.
S. Liu, Y. Zheng, Q. Du, L. Bruzzne, A. Samat, X. Tong, Y. Jin, C. Wang, “A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-13, 2022, Art no. 5410213.
S. Liu, F. Bovolo, L. Bruzzone, X. Tong, Q. Du, “Foreword to the Special Issue on Recent Advances in Multitemporal Remote Sensing Data Processing,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol.15, pp: 776-778, 2022.
S. Liu, H. Zhao, Q. Du, L. Bruzzone, A. Samat and X. Tong, "Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, 2022, Art no. 5619314.
Y. Zheng, S. Liu, Q. Du, H. Zhao, X. Tong and M. Dalponte, "A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 10691-10704, 2021.
S. Liu, Y. Zheng, Q. Du, A. Samat, X. Tong, M. Dalponte, “A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol.14, pp:464-473, 2021.
S. Liu, Y. Zheng, M. Dalponte, X. Tong, “A Novel Fire Index based Burned Area Change Detection Approach Using Landsat-8 OLI Data,” European Journal of Remote Sensing, vol. 53, no. 1, pp:104-112, 2020.
S. Liu, Q. Hu, X. Tong, J. Xia, Q. Du, A. Samat, X. Ma, “A Multi-scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery,” Remote Sensing, 12, 862, 2020.
S. Liu, Q. Du, X. Tong, A. Samat, L. Bruzzone, “Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 12, no. 9, pp:3578-3587, 2019.
S. Liu, D. Marinelli, L. Bruzzone and F. Bovolo, "A Review of Change Detection in Multitemporal Hyperspectral Images: Current Techniques, Applications, and Challenges," IEEE Geoscience and Remote Sensing Magazine, vol. 7, no. 2, pp. 140-158, 2019.
S. Liu, Q. Du, X. Tong, A. Samat, H. Pan , X. Ma, “Band Selection based Dimensionality Reduction for Change Detection in Multitemporal Hyperspectral Images,” Remote Sensing, vol. 9, no.10, pp:1008, 2017.
S. Liu, Q. Du, X. Tong, A. Samat, L. Bruzzone, F. Bovolo, “Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 9, pp. 4124-4137, 2017.
S. Liu, M. Chi, Y. Zou, A. Samat, J.A. Benediktsson, A. Plaza, “Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective,” IEEE Geoscience and Remote Sensing Letters, vol. 14, no.3, pp:324-328, 2017.
S. Liu, L. Bruzzone, F. Bovolo, P. Du., “Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images,” IEEE Transactions on Geoscience and Remote Sensing, vol.54, no. 5, pp:2733-2748, 2016.
S. Liu, L. Bruzzone, F. Bovolo, M. Zanetti, P. Du., “Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images”, IEEE Transactions on Geoscience and Remote Sensing, vol.53, no. 8, pp:4363-4378, 2015.
S. Liu, L. Bruzzone, F. Bovolo, P. Du, “Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images,” IEEE Transactions on Geoscience and Remote Sensing, vol.53, no.1, pp: 244-260, 2015.
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