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2020 – today
- 2026
[j22]Haizhu Pan, Bopeng Ren, Xuan Li, Liguo Wang, Haimiao Ge, Cuiping Shi, Moqi Liu:
Spatial-spectral patch-based multimodal hyperspectral-X data fusion classification network. Eng. Appl. Artif. Intell. 163: 113008 (2026)- [j21]Hui Yan, Haizhu Pan, Haimiao Ge, Moqi Liu, Bopeng Ren
:
Different-hop node interactions graph attention network with cross-scale guided feature fusion for hyperspectral image classification. Expert Syst. Appl. 296: 129153 (2026) - 2025
- [j20]Haizhu Pan, Xuehu Li, Haimiao Ge, Liguo Wang, Xiaomin Yu:
Multi-scale hierarchical cross fusion network for hyperspectral image and LiDAR classification. J. Frankl. Inst. 362(9): 107713 (2025) - [j19]Haizhu Pan, Quanxiu Zhang, Haimiao Ge, Moqi Liu, Cuiping Shi:
PyionNet: Pyramid Progressive Cross-Fusion Network for Joint Classification of Hyperspectral and LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 12042-12058 (2025) - [j18]Haizhu Pan, Ruixiang Zhao, Haimiao Ge, Moqi Liu, Quanxiu Zhang:
Multimodal Fusion Mamba Network for Joint Land Cover Classification Using Hyperspectral and LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 17328-17345 (2025) - [j17]Haizhu Pan, Bopeng Ren, Xuehu Li, Haimiao Ge, Cuiping Shi, Moqi Liu, Chunxue Xia, Jingshu Lv:
Multilevel Differential Aggregation With Gated Discrimination Network for Hyperspectral-LiDAR Joint Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 22349-22371 (2025) - [j16]Haizhu Pan, Bopeng Ren, Liguo Wang, Haimiao Ge, Cuiping Shi, Moqi Liu, Hui Yan, Xuehu Li:
Multiscale Split-Recombination Cooperative Fusion Network for Hyperspectral and LiDAR Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-24 (2025) - [j15]Cuiping Shi, Fei Zhu, Kaijie Shi, Liguo Wang, Haizhu Pan:
TBi-Mamba: Rethinking Joint Classification of Hyperspectral and LiDAR Data With Bidirectional Mamba. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j14]Zexin Zeng, Cuiping Shi, Liguo Wang, Haizhu Pan:
A Greedy Band Selection Strategy Based on Dual-Frequency Collaborative Feature Fusion for Unsupervised Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 63: 1-17 (2025) - 2024
- [j13]Haizhu Pan, Hui Yan, Haimiao Ge, Moqi Liu, Cuiping Shi:
Transformer-enhanced two-stream complementary convolutional neural network for hyperspectral image classification. J. Frankl. Inst. 361(12): 106973 (2024) - [j12]Haizhu Pan, Hui Yan, Haimiao Ge, Liguo Wang, Cuiping Shi:
Pyramid Cascaded Convolutional Neural Network with Graph Convolution for Hyperspectral Image Classification. Remote. Sens. 16(16): 2942 (2024) - [j11]Haizhu Pan, Xuan Li, Haimiao Ge, Liguo Wang, Cuiping Shi:
A Hierarchical Coarse-Fine Adaptive Fusion Network for the Joint Classification of Hyperspectral and LiDAR Data. Remote. Sens. 16(21): 4029 (2024) - [j10]Haimiao Ge, Liguo Wang, Haizhu Pan, Yanzhong Liu, Cheng Li, Dan Lv, Huiyu Ma:
Cross Attention-Based Multi-Scale Convolutional Fusion Network for Hyperspectral and LiDAR Joint Classification. Remote. Sens. 16(21): 4073 (2024) - 2023
- [j9]Haimiao Ge, Liguo Wang, Moqi Liu, Yuexia Zhu, Xiaoyu Zhao, Haizhu Pan, Yanzhong Liu:
Two-Branch Convolutional Neural Network with Polarized Full Attention for Hyperspectral Image Classification. Remote. Sens. 15(3): 848 (2023) - [j8]Haizhu Pan, Xiaoyu Zhao, Haimiao Ge, Moqi Liu, Cuiping Shi:
Hyperspectral Image Classification Based on Multiscale Hybrid Networks and Attention Mechanisms. Remote. Sens. 15(11): 2720 (2023) - [j7]Cuiping Shi, Mengxiang Ding, Liguo Wang, Haizhu Pan:
Learn by Yourself: A Feature-Augmented Self-Distillation Convolutional Neural Network for Remote Sensing Scene Image Classification. Remote. Sens. 15(23): 5620 (2023) - [j6]Moqi Liu, Haizhu Pan, Haimiao Ge, Liguo Wang:
MS3Net: Multiscale stratified-split symmetric network with quadra-view attention for hyperspectral image classification. Signal Process. 212: 109153 (2023) - [j5]Haimiao Ge, Liguo Wang, Moqi Liu, Xiaoyu Zhao, Yuexia Zhu, Haizhu Pan, Yanzhong Liu:
Pyramidal Multiscale Convolutional Network With Polarized Self-Attention for Pixel-Wise Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - 2022
- [j4]Haimiao Ge, Liguo Wang, Haizhu Pan, Yuexia Zhu, Xiaoyu Zhao, Moqi Liu:
Affinity Propagation Based on Structural Similarity Index and Local Outlier Factor for Hyperspectral Image Clustering. Remote. Sens. 14(5): 1195 (2022) - [j3]Haizhu Pan, Moqi Liu, Haimiao Ge, Liguo Wang:
One-Shot Dense Network with Polarized Attention for Hyperspectral Image Classification. Remote. Sens. 14(9): 2265 (2022)
2010 – 2019
- 2019
- [j2]Haizhu Pan, Zhongxin Chen, Allard de Wit, Jianqiang Ren:
Joint Assimilation of Leaf Area Index and Soil Moisture from Sentinel-1 and Sentinel-2 Data into the WOFOST Model for Winter Wheat Yield Estimation. Sensors 19(14): 3161 (2019) - [j1]Haizhu Pan, Zhongxin Chen, Jianqiang Ren, He Li, Shangrong Wu:
Modeling Winter Wheat Leaf Area Index and Canopy Water Content With Three Different Approaches Using Sentinel-2 Multispectral Instrument Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(2): 482-492 (2019)
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