Lei Pan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 18

Top Topics

Feature Extraction

Discriminant Analysis

Convolutional Network

Hyperspectral Image Classification

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Jin-Yu Yang, Heng-Chao Li, Jing-Hua Yang, Lei Pan, Qian Du, Antonio Plaza
Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification. CoRR (2022)
Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xin Song, Heng-Chao Li, Lei Pan, Yang-Jun Deng, Pu Zhang, Li You, Qian Du
Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Ze-Chen Li, Heng-Chao Li, Wen-Shuai Hu, Lei Pan
Spatially Variant Gamma-WMM with Extended Variational Inference for Unsupervised PolSAR Classification. IGARSS (2022)
Lei Pan, Hengchao Li, Xiang Dai, Ying Cui, Xifeng Huang, Lican Dai
Latent Low-Rank Projection Learning with Graph Regularization for Feature Extraction of Hyperspectral Images. Remote. Sens. 14 (13) (2022)
Heng-Chao Li, Wei-Ye Wang, Lei Pan, Wei Li, Qian Du, Ran Tao
Robust Capsule Network Based on Maximum Correntropy Criterion for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Wen-Shuai Hu, Heng-Chao Li, Lei Pan, Wei Li, Ran Tao, Qian Du
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58 (6) (2020)
Wen-Shuai Hu, Heng-Chao Li, Lei Pan, Wei Li, Ran Tao, Qian Du
Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images. CoRR (2019)
Lei Pan, Heng-Chao Li, Jun Ni, Chen Chen, Xiang-Dong Chen, Qian Du
GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint. J. Real Time Image Process. 15 (3) (2018)
Yang-Jun Deng, Heng-Chao Li, Lei Pan, Li-Yang Shao, Qian Du, William J. Emery
Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 15 (2) (2018)
Lei Pan, Heng-Chao Li, Yong-Jian Sun, Qian Du
Hyperspectral Image Reconstruction by Latent Low-Rank Representation for Classification. IEEE Geosci. Remote. Sens. Lett. 15 (9) (2018)
Wei-Ye Wang, Heng-Chao Li, Lei Pan, Gang Yang, Qian Du
Hyperspectral Image Classification Based on Capsule Network. IGARSS (2018)
Lei Pan, Heng-Chao Li, Yang-Jun Deng, Fan Zhang, Xiang-dong Chen, Qian Du
Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis. Remote. Sens. 9 (5) (2017)
Yang-Jun Deng, Heng-Chao Li, Lei Pan, William J. Emery
Tensor locality preserving projection for hyperspectral image classification. IGARSS (2017)
Lei Pan, Heng-Chao Li, Wei Li, Xiang-Dong Chen, Guangning Wu, Qian Du
Discriminant Analysis of Hyperspectral Imagery Using Fast Kernel Sparse and Low-Rank Graph. IEEE Trans. Geosci. Remote. Sens. 55 (11) (2017)
Lei Pan, Heng-Chao Li, Hua Meng, Wei Li, Qian Du, William J. Emery
Hyperspectral Image Classification via Low-Rank and Sparse Representation With Spectral Consistency Constraint. IEEE Geosci. Remote. Sens. Lett. 14 (11) (2017)
Lei Pan, Heng-Chao Li, Xiang-dong Chen
Locality constrained low-rank representation for hyperspectral image classification. IGARSS (2016)