Xiangfei Shen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Negative Matrix Factorization

Hyperspectral Data

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Xichuan Zhou, Xuan Zou, Xiangfei Shen, Wenjia Wei, Xia Zhu, Haijun Liu
BTC-Net: Efficient Bit-Level Tensor Data Compression Network for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Qian Li, Changbo Wang, Laihang Yu, Jian Zhang, Li Zhang, Kai Liu, Xiangfei Shen
Toward Efficient Hyperspectral Anomaly Detection With Subspace Transformation Learning. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Haijun Liu, Xi Su, Xiangfei Shen, Xichuan Zhou
MSNet: Self-Supervised Multiscale Network With Enhanced Separation Training for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiangfei Shen, Lihui Chen, Haijun Liu, Xi Su, Wenjia Wei, Xia Zhu, Xichuan Zhou
Efficient Hyperspectral Sparse Regression Unmixing With Multilayers. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiangfei Shen, Haijun Liu, Jing Nie, Xichuan Zhou
Matrix Factorization With Framelet and Saliency Priors for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiangfei Shen, Haijun Liu, Xinzheng Zhang, Kai Qin, Xichuan Zhou
Superpixel-Guided Local Sparsity Prior for Hyperspectral Sparse Regression Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hongbo Liang, Wenxing Bao, Xiangfei Shen, Xiaowu Zhang
HSI-Mixer: Hyperspectral Image Classification Using the Spectral-Spatial Mixer Representation From Convolutions. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xiangfei Shen, Haijun Liu, Jian Qin, Fangyuan Ge, Xichuan Zhou
Toward Weak Signal Analysis in Hyperspectral Data: An Efficient Unmixing Perspective. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiangfei Shen, Wenxing Bao, Hongbo Liang, Xiaowu Zhang, Xuan Ma
Grouped Collaborative Representation for Hyperspectral Image Classification Using a Two-Phase Strategy. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hongbo Liang, Wenxing Bao, Xiangfei Shen
Adaptive Weighting Feature Fusion Approach Based on Generative Adversarial Network for Hyperspectral Image Classification. Remote. Sens. 13 (2) (2021)
Hongbo Liang, Wenxing Bao, Xiangfei Shen, Xiaowu Zhang
Spectral-Spatial Attention Feature Extraction for Hyperspectral Image Classification Based on Generative Adversarial Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xiangfei Shen, Wenxing Bao, Kewen Qu
Subspace-Based Preprocessing Module for Fast Hyperspectral Endmember Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xiangfei Shen, Wenxing Bao, Kewen Qu
Spatial-Spectral Hyperspectral Endmember Extraction Using a Spatial Energy Prior Constrained Maximum Simplex Volume Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Xiangfei Shen, Wenxing Bao
Hyperspectral Endmember Extraction Using Spatially Weighted Simplex Strategy. Remote. Sens. 11 (18) (2019)
Xiangfei Shen, Wenxing Bao
A Spatial Energy And Spectral Purity Based Preprocessing Algorithm For Fast Hyperspectral Endmember Extraction. WHISPERS (2019)
Kewen Qu, Wenxing Bao, Xiangfei Shen
Hyperspectral Unmixing Using Weighted L1/2 Sparse Total Variation Regularized and Volume Prior Constrained Nonnegative Matrix Factorization. IGARSS (2019)
Xiangfei Shen, Wenxing Bao, Kewen Qu
Clustering based spatial spectral preprocessing for hyperspectral unmxing. ICCIP (2018)