Nan Huang

16 papers C 6Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Novel Panchromatic-Guided Tensor Low-Rank Model for Multispectral Image Sharpening.
IEEE Signal Process. Lett.
Pengfei Liu, Liping Sun, Yihang Du, Nan Huang, Zhizhong Zheng, Liang Xiao
2025 J jnl
Gradient Subspace-Regularized Hyperspectral Image and Stripe-Coupled Nonconvex Tensor Low-Rank Priors for Destriping and Denoising.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Liu, Haijian Long, Zhizhong Zheng, Nan Huang, Liang Xiao
2024 J jnl
Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Qichao Liu, Liang Xiao, Nan Huang, Jinhui Tang
2024 J jnl
DPGUNet: A Dynamic Pyramidal Graph U-Net for SAR Image Classification.
IEEE Trans. Aerosp. Electron. Syst.
Kang Ni, Chunyang Yuan, Zhizhong Zheng, Nan Huang, Peng Wang
2023 J jnl
Learning Transferable Discriminative Knowledge From Attribute-Aligned Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Qichao Liu, Liang Xiao, Nan Huang, Jinhui Tang
2023 J jnl
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IEEE Trans. Geosci. Remote. Sens.
Nan Huang, Liang Xiao, Qichao Liu, Jocelyn Chanussot
2022 J jnl
A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Nan Huang, Liang Xiao, Yang Xu, Jocelyn Chanussot
2022 J jnl
Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Nan Huang, Liang Xiao, Jianjun Liu, Jocelyn Chanussot
2020 C conf
Locally Constrained Collaborative Representation Based Fisher's LDA for Clustering of Hyperspectral Images.
IGARSS
Siyu Liu, Nan Huang, Liang Xiao
2019 J jnl
Bipartite Graph Partition Based Coclustering With Joint Sparsity for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nan Huang, Liang Xiao, Yang Xu
2019 C conf
Clustering Hyperspectral Images Via Sparse Dictionary Learning with Joint Sparsity and Shared Wavelets.
IGARSS
Nan Huang, Liang Xiao, Songze Tang, Qichao Liu
2019 C conf
Data Augmentation and Refining with Steering Stencils for Supervised Classification of Hyperspectral Image.
IGARSS
Qichao Liu, Liang Xiao, Pengfei Liu, Nan Huang
2019 J jnl
Hyperspectral image clustering via sparse dictionary-based anchored regression.
IET Image Process.
Nan Huang, Liang Xiao
2017 C conf
PAN-Sharpening via residual deep learning.
IGARSS
Nie Li, Nan Huang, Liang Xiao
2017 C conf
Spectral-spatial subspace clustering for hyperspectral images VIA modulated low-rank representation.
IGARSS
Jinhuan Xu, Nan Huang, Liang Xiao
2017 C conf
Supervised classification of hyperspectral images via heterogeneous deep neural networks.
IGARSS
Zhixin Li, Yu Shen, Nan Huang, Liang Xiao