Lianhui Liang

According to our database, Lianhui Liang authored at least 24 papers between 2022 and 2026.

Collaborative distances:

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

2026

Noise-Aware and Dynamically Adaptive Federated Defense Framework for SAR Image Target Recognition.

Yuchao Hou, Zixuan Zhang, Jie Wang, Wenke Huang, Lianhui Liang, Di Wu, Zhiquan Liu, Youliang Tian, Jianming Zhu, Jisheng Dang, Junhao Dong, Zhongliang Guo

CoRR, January, 2026

Domain-Adaptive Mamba for Cross-Scene Hyperspectral Image Classification.

Puhong Duan, Shiyu Jin, Xiaotian Lu, Lianhui Liang, Xudong Kang, Antonio Plaza

IEEE Trans. Image Process., 2026

Aligned anchors and cluster-structure guided fusion for multimodal remote sensing clustering.

Haoyan Yang, Lina Yang, Thomas Wu, Lianhui Liang, Tianchuan Yang, Jun Li

Inf. Fusion, 2026

Prototype similarity-constraint enhancement network: A few-Shot class-Incremental learning for hyperspectral image classification.

Lina Yang, Yifeng Tan, Lianhui Liang, Huafu Xu, Thomas Wu, Zhiyuan Huang, Xichun Li, Yuanyan Tang

Expert Syst. Appl., 2026

S2PW-Mamba: Pinwheel and wavelet-based spatial-spectral mamba for hyperspectral image classification.

Lianhui Liang, Wanqi He, Ying Zhang, Shaoquan Zhang, Lina Yang, Thomas Xinzhang Wu, Antonio Plaza

Expert Syst. Appl., 2026

2025

PFS3F: Probabilistic Fusion of Superpixel-Wise and Semantic-Aware Structural Features for Hyperspectral Image Classification.

Ying Zhang, Puhong Duan, Lianhui Liang, Xudong Kang, Jun Li, Antonio Plaza

IEEE Trans. Circuits Syst. Video Technol., September, 2025

Sparse Unmixing of Hyperspectral Images With Noise Reduction Using Spatial Filtering.

Shaoquan Zhang, Jiajun Zheng, Pengfei Lai, Fan Li, Lianhui Liang, Antonio Plaza, Chengzhi Deng, Shengqian Wang

IEEE Trans. Instrum. Meas., 2025

Retinex-Based Dual-Branch Feature Extraction Network for Hyperspectral Image Classification.

Ying Zhang, Jintai Shen, Lianhui Liang, Xiaotian Lu, Puhong Duan, Lin Jia, Antonio Plaza

IEEE Trans. Geosci. Remote. Sens., 2025

Multiscale Spatial Graph-Regularized Hierarchical Sparse Unmixing Based on the Framelet Transform.

Shaoquan Zhang, Yuyang Liu, Fan Li, Jiajun Zheng, Lianhui Liang, Antonio Plaza, Chengzhi Deng, Shengqian Wang

IEEE Trans. Geosci. Remote. Sens., 2025

LKMA: Learnable Kernel and Mamba With Spatial-Spectral Attention Fusion for Hyperspectral Image Classification.

Lianhui Liang, Jing Zhang, Puhong Duan, Xudong Kang, Thomas Xinzhang Wu, Jun Li, Antonio Plaza

IEEE Trans. Geosci. Remote. Sens., 2025

DBMLLA: Double-Branch Mamba-Like Linear Attention Network for Hyperspectral Image Classification.

Lianhui Liang, Peiyi Xie, Ying Zhang, Jiaxin Li, Zhe Zhang, Jun Li, Antonio Plaza

IEEE Trans. Geosci. Remote. Sens., 2025

MSSCFormer: Multigranularity Spatial-Spectral Convolution Transformer Network for Hyperspectral Image Classification.

Gang Chen, Lina Yang, Thomas Wu, Lianhui Liang, Xichun Li, Jun Li

IEEE Trans. Geosci. Remote. Sens., 2025

Spatial Structural Priors for Sparse Unmixing of Remotely Sensed Hyperspectral Images.

Shaoquan Zhang, Jiajun Zheng, Yuyang Liu, Fan Li, Chengzhi Deng, Antonio Plaza, Lianhui Liang, Zhi He, Shengqian Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

From Global to Local: A Dual-Branch Structural Feature Extraction Method for Hyperspectral Image Classification.

Ying Zhang, Lianhui Liang, Jianxu Mao, Yaonan Wang, Lin Jia

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Cross-Stage Attention Edge Enhancement and Fourier-Wavelet Transformer Integrated Network for Hyperspectral Image Classification.

Lianhui Liang, Shuai Yuan, Yixuan Zeng, Youwei Lin, Ying Zhang, Peiyi Xie, Thomas Xinzhang Wu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Estimation of Canopy Coverage Based on Multisource Remote Sensing Data.

Jiapeng Huang, Runxin Piao, Lianhui Liang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

End-to-End Convolutional Network and Spectral-Spatial Transformer Architecture for Hyperspectral Image Classification.

Shiping Li, Lianhui Liang, Shaoquan Zhang, Ying Zhang, Antonio Plaza, Xuehua Wang

Remote. Sens., January, 2024

Structural and Textural-Aware Feature Extraction for Hyperspectral Image Classification.

Ying Zhang, Lianhui Liang, Jun Li, Antonio Plaza, Xudong Kang, Jianxu Mao, Yaonan Wang

IEEE Geosci. Remote. Sens. Lett., 2024

Overview of the NLPCC 2024 Shared Task 7: Multi-lingual Medical Instructional Video Question Answering.

Bin Li, Yixuan Weng, Qiya Song, Lianhui Liang, Xianwen Min, Shoujun Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2024

2023

Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks.

Lianhui Liang, Shaoquan Zhang, Jun Li, Antonio Plaza, Zhi Cui

Remote. Sens., April, 2023

Fast Hyperspectral Image Classification Combining Transformers and SimAM-Based CNNs.

Lianhui Liang, Ying Zhang, Shaoquan Zhang, Jun Li, Antonio Plaza, Xudong Kang

IEEE Trans. Geosci. Remote. Sens., 2023

Recent Tectonic Movement in the Western Tibetan Plateau Revealed by InSAR Measurements.

Xin Zhao, Chao Wang, Jiankun He, Lianhui Liang, Yixian Tang, Hong Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022

Multiscale DenseNet Meets With Bi-RNN for Hyperspectral Image Classification.

Lianhui Liang, Shaoquan Zhang, Jun Li

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Hyperspectral Image Classification Via Double-Branch Multi-Scale Spectral-Spatial Convolution Network.

Lianhui Liang, Shaoquan Zhang, Jun Li, Zhi Cui

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022