Zhihua Cai

Joined

July 2019

Names

Zhihua Cai

Emails

****@cug.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

China University of Geoscience (cug.edu.cn)

2002 – 2025

PhD student

China University of Geoscience (cug.edu.cn)

2000 – 2003

Undergrad student

Wuhan University (whu.edu.cn)

1982 – 1986

Advisors, Relations & Conflicts

PhD Advisor

Pengda Zhao

2000 – 2023

Expertise

Hyperspectral remote sensing Image

2004 – 2020

Machine learning

1999 – 2020

Evolutionary algorithm

1995 – 2020

Publications

Superpixel Prior Cluster-Level Contrastive Clustering Network for Large-Scale Urban Hyperspectral Images and Vehicle Detection
Tiancong Li, Yaoming Cai, Yongshan Zhang, Zhihua Cai, Guozhu Jiang, Xiaobo Liu
- IEEE Trans. Veh. Technol. 2025
- Readers: Everyone
Multiscale Memory Autoencoder and Spatial Filtering for Hyperspectral Anomaly Detection
Ziyang Ma, Yongshan Zhang, Yuyun Lian, Xinwei Jiang, Xiaobo Liu, Zhihua Cai
- IEEE Geosci. Remote. Sens. Lett. 2025
- Readers: Everyone
Tensorial Global-Local Graph Self-Representation for Hyperspectral Band Selection
Yongshan Zhang, Jianwen Qi, Xinxin Wang, Zhihua Cai, Jiangtao Peng, Yicong Zhou
- IEEE Trans. Circuits Syst. Video Technol. 2024
- Readers: Everyone
Superpixelwise PCA based data augmentation for hyperspectral image classification
Shang Gao, Xinwei Jiang, Yongshan Zhang, Xiaobo Liu, Qianjin Xiong, Zhihua Cai
- Multim. Tools Appl. 2024
- Readers: Everyone
Dual Graph Learning Affinity Propagation for Multimodal Remote Sensing Image Clustering
Yongshan Zhang, Shuaikang Yan, Xinwei Jiang, Lefei Zhang, Zhihua Cai, Jun Li
- IEEE Trans. Geosci. Remote. Sens. 2024
- Readers: Everyone
Bipartite Graph-Based Projected Clustering With Local Region Guidance for Hyperspectral Imagery
Yongshan Zhang, Guozhu Jiang, Zhihua Cai, Yicong Zhou
- IEEE Trans. Multim. 2024
- Readers: Everyone
Transformer-based contrastive prototypical clustering for multimodal remote sensing data
Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Behnood Rasti, Xiaobo Liu, Zhihua Cai
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- Inf. Sci. 2023
- Readers: Everyone
FHIC: Fast Hyperspectral Image Classification Model Using ETR Dimensionality Reduction and ELU Activation Function
Dalal AL-Alimi, Zhihua Cai, Mohammed Abdulaziz Aide Al-qaness
- IEEE Trans. Geosci. Remote. Sens. 2023
- Readers: Everyone
Spectral-Spatial Superpixel Anchor Graph-Based Clustering for Hyperspectral Imagery
Xiaohong Chen, Yongshan Zhang, Xuxiang Feng, Xinwei Jiang, Zhihua Cai
- IEEE Geosci. Remote. Sens. Lett. 2023
- Readers: Everyone
IDA: Improving distribution analysis for reducing data complexity and dimensionality in hyperspectral images
Dalal AL-Alimi, Mohammed Abdulaziz Aide Al-qaness, Zhihua Cai, Eman Ahmed Alawamy
- Pattern Recognit. 2023
- Readers: Everyone

View all 206 publications

Co-Authors

View all 183 co-authors