Xiangfei Shen

22 papers A* 1C 1Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multiscale wavelet-based spatial-spectral compression network for hyperspectral image.
Eng. Appl. Artif. Intell.
Hang Yu, Mingyang Wan, Tao Chen, Aibin Peng, Xiangfei Shen, Rulong He, Lihui Chen, Haijun Liu, Xichuan Zhou
2025 A* conf
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution.
AAAI
Xi Su, Xiangfei Shen, Mingyang Wan, Jing Nie, Lihui Chen, Haijun Liu, Xichuan Zhou
2025 J jnl
Iteratively Regularizing Hyperspectral and Multispectral Image Fusion With Framelets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiangfei Shen, Lihui Chen, Haijun Liu, Xichuan Zhou, Wenxing Bao, Ling Tian, Gemine Vivone, Jocelyn Chanussot
2025 J jnl
Toward Model-Independent Separative Training for Deep Hyperspectral Anomaly Detection With Mask Guidance.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xi Su, Xiangfei Shen, Haijun Liu, Lihui Chen, Gemine Vivone, Xichuan Zhou
2024 J jnl
BTC-Net: Efficient Bit-Level Tensor Data Compression Network for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Xichuan Zhou, Xuan Zou, Xiangfei Shen, Wenjia Wei, Xia Zhu, Haijun Liu
2024 J jnl
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution.
CoRR
Xi Su, Xiangfei Shen, Mingyang Wan, Jing Nie, Lihui Chen, Haijun Liu, Xichuan Zhou
2024 J jnl
MSNet: Self-Supervised Multiscale Network With Enhanced Separation Training for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Haijun Liu, Xi Su, Xiangfei Shen, Xichuan Zhou
2024 J jnl
Toward Efficient Hyperspectral Anomaly Detection With Subspace Transformation Learning.
IEEE Geosci. Remote. Sens. Lett.
Qian Li, Changbo Wang, Laihang Yu, Jian Zhang, Li Zhang, Kai Liu, Xiangfei Shen
2023 J jnl
Efficient Hyperspectral Sparse Regression Unmixing With Multilayers.
IEEE Trans. Geosci. Remote. Sens.
Xiangfei Shen, Lihui Chen, Haijun Liu, Xi Su, Wenjia Wei, Xia Zhu, Xichuan Zhou
2023 J jnl
Matrix Factorization With Framelet and Saliency Priors for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Xiangfei Shen, Haijun Liu, Jing Nie, Xichuan Zhou
2022 J jnl
Grouped Collaborative Representation for Hyperspectral Image Classification Using a Two-Phase Strategy.
IEEE Geosci. Remote. Sens. Lett.
Xiangfei Shen, Wenxing Bao, Hongbo Liang, Xiaowu Zhang, Xuan Ma
2022 J jnl
HSI-Mixer: Hyperspectral Image Classification Using the Spectral-Spatial Mixer Representation From Convolutions.
IEEE Geosci. Remote. Sens. Lett.
Hongbo Liang, Wenxing Bao, Xiangfei Shen, Xiaowu Zhang
2022 J jnl
Superpixel-Guided Local Sparsity Prior for Hyperspectral Sparse Regression Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Xiangfei Shen, Haijun Liu, Xinzheng Zhang, Kai Qin, Xichuan Zhou
2022 J jnl
Toward Weak Signal Analysis in Hyperspectral Data: An Efficient Unmixing Perspective.
IEEE Trans. Geosci. Remote. Sens.
Xiangfei Shen, Haijun Liu, Jian Qin, Fangyuan Ge, Xichuan Zhou
2021 J jnl
Adaptive Weighting Feature Fusion Approach Based on Generative Adversarial Network for Hyperspectral Image Classification.
Remote. Sens.
Hongbo Liang, Wenxing Bao, Xiangfei Shen
2021 J jnl
Spectral-Spatial Attention Feature Extraction for Hyperspectral Image Classification Based on Generative Adversarial Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongbo Liang, Wenxing Bao, Xiangfei Shen, Xiaowu Zhang
2021 J jnl
Subspace-Based Preprocessing Module for Fast Hyperspectral Endmember Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiangfei Shen, Wenxing Bao, Kewen Qu
2020 J jnl
Spatial-Spectral Hyperspectral Endmember Extraction Using a Spatial Energy Prior Constrained Maximum Simplex Volume Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiangfei Shen, Wenxing Bao, Kewen Qu
2019 — conf
A Spatial Energy And Spectral Purity Based Preprocessing Algorithm For Fast Hyperspectral Endmember Extraction.
WHISPERS
Xiangfei Shen, Wenxing Bao
2019 J jnl
Hyperspectral Endmember Extraction Using Spatially Weighted Simplex Strategy.
Remote. Sens.
Xiangfei Shen, Wenxing Bao
2019 C conf
Hyperspectral Unmixing Using Weighted L1/2 Sparse Total Variation Regularized and Volume Prior Constrained Nonnegative Matrix Factorization.
IGARSS
Kewen Qu, Wenxing Bao, Xiangfei Shen
2018 — conf
Clustering based spatial spectral preprocessing for hyperspectral unmxing.
ICCIP
Xiangfei Shen, Wenxing Bao, Kewen Qu