Pengfei Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 30

Top Topics

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

IEEE Geosci. Remote. Sens. Lett.

Publications

Pengfei Liu, Zhizhong Zheng
Pansharpening via Double Nonconvex Tensor Low-Tubal-Rank Priors. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Pengfei Liu, Haijian Long, Kang Ni, Zhizhong Zheng
Multimode Structural Nonconvex Tensor Low-Rank Regularized Hyperspectral Image Destriping and Denoising. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Peng Wang, Hongyu Yao, Bo Huang, Henry Leung, Pengfei Liu
Multiresolution Analysis Pansharpening Based on Variation Factor for Multispectral and Panchromatic Images From Different Times. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Pengfei Liu, Lanlan Liu, Liang Xiao
A Novel Tensor-Based Hyperspectral Image Restoration Method With Low-Rank Modeling in Gradient Domains. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Pengfei Liu, Jiahui Liu, Liang Xiao, Zhizhong Zheng
Multiresolution Analysis-Inspired Spatial and Spectral Details Preserved Model for Variational Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Pengfei Liu
Pansharpening With Spatial Hessian Non-Convex Sparse and Spectral Gradient Low Rank Priors. IEEE Trans. Image Process. 32 (2023)
Pengfei Liu, Lanlan Liu
Hyperspectral Image Destriping and Denoising with Spectral Low Rank and Tensor Nuclear Norm. IGARSS (2023)
Pengfei Liu, Songze Tang, Lili Huang
Pansharpening with Spatial Hyper-Laplacian and Spectral Sparse Constraints. IGARSS (2022)
Pengfei Liu, Yun Li
Spectral Gradient Fidelity and Spatial Hessian Hyper-Laplacian Sparsity Constraints for Variational Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Pengfei Liu, Liang Xiao
A Nonconvex Pansharpening Model With Spatial and Spectral Gradient Difference-Induced Nonconvex Sparsity Priors. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Pengfei Liu, Jiahui Liu, Liang Xiao
A Unified Pansharpening Method With Structure Tensor Driven Spatial Consistency and Deep Plug-and-Play Priors. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Kang Ni, Pengfei Liu, Peng Wang
High-Resolution SAR Image Classification Using Subspace Wavelet Encoding Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Pengfei Liu
Spatial and Spectral Anisotropic Tensor Total Variation-Driven Adaptive Pansharpening. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Kang Ni, Pengfei Liu, Peng Wang
Compact Global-Local Convolutional Network With Multifeature Fusion and Learning for Scene Classification in Synthetic Aperture Radar Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Pengfei Liu
Hybrid higher-order total variation model for multiplicative noise removal. IET Image Process. 14 (5) (2020)
Qichao Liu, Liang Xiao, Pengfei Liu, Nan Huang
Data Augmentation and Refining with Steering Stencils for Supervised Classification of Hyperspectral Image. IGARSS (2019)
Pengfei Liu
Pansharpening with transform-based gradient transferring model. IET Image Process. 13 (13) (2019)
Pengfei Liu
Joint Spectral and Spatial Consistency Priors for Variational Pansharpening. IEEE Access 7 (2019)
Zhikang Xiang, Liang Xiao, Pengfei Liu, Yufei Zhang
A Multi-Scale Densely Deep Learning Method for Pansharpening. IGARSS (2019)
Pengfei Liu, Liang Xiao
Multicomponent Driven Consistency Priors for Simultaneous Decomposition and Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (11) (2019)
Pengfei Liu, Liang Xiao, Songze Tang
Pan-Sharpening with Hessian Nuclear Norm Induced Spatial Consistency. IGARSS (2018)
Pengfei Liu, Liang Xiao, Tao Li
Normal curvature-induced variational model for image restoration. IET Image Process. 12 (5) (2018)
Jinhuan Xu, Pengfei Liu, Le Sun, Liang Xiao
Discriminative Pixel-Pairwise Constraint-Guided Extreme Learning Machine for Semi-Supervised Hyperspectral Image Classification. ICIP (2018)
Pengfei Liu, Liang Xiao
A Novel Generalized Intensity-Hue-Saturation (GIHS) Based Pan-Sharpening Method With Variational Hessian Transferring. IEEE Access 6 (2018)
Pengfei Liu, Liang Xiao, Tao Li
A Variational Pan-Sharpening Method Based on Spatial Fractional-Order Geometry and Spectral-Spatial Low-Rank Priors. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Jinhuan Xu, Heng Li, Pengfei Liu, Liang Xiao
A Novel Hyperspectral Image Clustering Method With Context-Aware Unsupervised Discriminative Extreme Learning Machine. IEEE Access 6 (2018)
Pengfei Liu, Liang Xiao, Songze Tang
A New Geometry Enforcing Variational Model for Pan-Sharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
Pengfei Liu, Liang Xiao, Jun Zhang, Bushra Naz
Spatial-Hessian-Feature-Guided Variational Model for Pan-Sharpening. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Pengfei Liu, Liang Xiao, Jun Zhang
A fast higher degree total variation minimization method for image restoration. Int. J. Comput. Math. 93 (8) (2016)
Pengfei Liu, Liang Xiao, Songze Tang, Le Sun
Fractional order variational pan-sharpening. IGARSS (2016)
Pengfei Liu, Liang Xiao, Songze Tang
A new variational method for pan-sharpening. IGARSS (2015)
Songze Tang, Liang Xiao, Bushra Naz, Pengfei Liu, Yufeng Chen
Joint dictionary learning with ridge regression for pansharpening. IGARSS (2015)
Songze Tang, Liang Xiao, Pengfei Liu, Huicong Wu
Coupled learning based on singular-values-unique and hog for face hallucination. ICASSP (2015)
Pengfei Liu, Liang Xiao
Efficient multiplicative noise removal method using isotropic second order total variation. Comput. Math. Appl. 70 (8) (2015)
Songze Tang, Liang Xiao, Pengfei Liu, Jun Zhang, Lili Huang
Edge and color preserving single image superresolution. J. Electronic Imaging 23 (3) (2014)
Songze Tang, Liang Xiao, Pengfei Liu, Huicong Wu
Partial least-squares regression on common feature space for single image superresolution. J. Electronic Imaging 23 (5) (2014)