Nan Huang

According to our database, Nan Huang authored at least 15 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Gradient Subspace-Regularized Hyperspectral Image and Stripe-Coupled Nonconvex Tensor Low-Rank Priors for Destriping and Denoising.

Pengfei Liu, Haijian Long, Zhizhong Zheng, Nan Huang, Liang Xiao

IEEE Trans. Geosci. Remote. Sens., 2025

2024

DPGUNet: A Dynamic Pyramidal Graph U-Net for SAR Image Classification.

Kang Ni, Chunyang Yuan, Zhizhong Zheng, Nan Huang, Peng Wang

IEEE Trans. Aerosp. Electron. Syst., August, 2024

Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification.

Qichao Liu, Liang Xiao, Nan Huang, Jinhui Tang

IEEE Trans. Neural Networks Learn. Syst., July, 2024

2023

Learning Transferable Discriminative Knowledge From Attribute-Aligned Hyperspectral Images.

Qichao Liu, Liang Xiao, Nan Huang, Jinhui Tang

IEEE Trans. Geosci. Remote. Sens., 2023

S²DMSC: A Self-Supervised Deep Multilevel Subspace Clustering Approach for Large Hyperspectral Images.

Nan Huang, Liang Xiao, Qichao Liu, Jocelyn Chanussot

IEEE Trans. Geosci. Remote. Sens., 2023

2022

A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images.

Nan Huang, Liang Xiao, Yang Xu, Jocelyn Chanussot

IEEE Trans. Geosci. Remote. Sens., 2022

Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images.

Nan Huang, Liang Xiao, Jianjun Liu, Jocelyn Chanussot

IEEE Trans. Geosci. Remote. Sens., 2022

2020

Locally Constrained Collaborative Representation Based Fisher's LDA for Clustering of Hyperspectral Images.

Siyu Liu, Nan Huang, Liang Xiao

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Bipartite Graph Partition Based Coclustering With Joint Sparsity for Hyperspectral Images.

Nan Huang, Liang Xiao, Yang Xu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Hyperspectral image clustering via sparse dictionary-based anchored regression.

Nan Huang, Liang Xiao

IET Image Process., 2019

Data Augmentation and Refining with Steering Stencils for Supervised Classification of Hyperspectral Image.

Qichao Liu, Liang Xiao, Pengfei Liu, Nan Huang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Clustering Hyperspectral Images Via Sparse Dictionary Learning with Joint Sparsity and Shared Wavelets.

Nan Huang, Liang Xiao, Songze Tang, Qichao Liu

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2017

Spectral-spatial subspace clustering for hyperspectral images VIA modulated low-rank representation.

Jinhuan Xu, Nan Huang, Liang Xiao

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Supervised classification of hyperspectral images via heterogeneous deep neural networks.

Zhixin Li, Yu Shen, Nan Huang, Liang Xiao

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

PAN-Sharpening via residual deep learning.

Nie Li, Nan Huang, Liang Xiao

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017