World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
55
Citations
10189
World Ranking
4371
National Ranking
584

Overview

Zhihua Cai is affiliated with China University of Geosciences, Wuhan in China. Their research spans multiple disciplines, primarily focusing on Engineering and Computer Science, with notable contributions to Media Technology, Computer Vision and Pattern Recognition, Artificial Intelligence, Atmospheric Science, and Pulmonary and Respiratory Medicine.

Their work frequently appears in a range of publication venues, demonstrating sustained engagement with both specialized and broader scientific communities. These venues include:

  • IEEE Transactions on Geoscience and Remote Sensing
  • IEEE Geoscience and Remote Sensing Letters
  • arXiv (Cornell University)
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • IEEE Transactions on Multimedia

Zhihua Cai's recent papers reflect diverse applications and methods in multimedia and remote sensing technologies. Selected publications include:

  • Multi-View Multi-Label Learning With Sparse Feature Selection for Image Annotation (2020), IEEE Transactions on Multimedia
  • CubeNet: X-shape connection for camouflaged object detection (2022), Pattern Recognition
  • A Novel Ten-Gene Signature Predicting Prognosis in Hepatocellular Carcinoma (2020), Frontiers in Cell and Developmental Biology
  • Spectral-Spatial and Superpixelwise PCA for Unsupervised Feature Extraction of Hyperspectral Imagery (2021), IEEE Transactions on Geoscience and Remote Sensing
  • Graph Regularized Residual Subspace Clustering Network for hyperspectral image clustering (2021), Information Sciences

Their research topics encompass a wide scope within image processing and remote sensing, including:

  • Remote-Sensing Image Classification
  • Remote Sensing and Land Use
  • Advanced Image Fusion Techniques
  • Image Retrieval and Classification Techniques
  • Advanced Image and Video Retrieval Techniques
  • Face and Expression Recognition
  • Video Surveillance and Tracking Methods

Zhihua Cai frequently collaborates with several researchers, indicating established working relationships within their field. Frequent coauthors include:

  • Xiaobo Liu
  • Yongshan Zhang
  • Yaoming Cai
  • Xinwei Jiang
  • Zijia Zhang

The integration of their work spans cutting-edge areas in media technology and geoscience, particularly emphasizing hyperspectral imagery, clustering algorithms, and machine learning models for image annotation and detection. Their collaboration network and publication record underline a research trajectory deeply engaged with advances in remote sensing and multimedia analysis within engineering and computer science domains.

Best Publications

  • Differential Evolution With Ranking-Based Mutation Operators

    Wenyin Gong;Zhihua Cai

  • DE/BBO: a hybrid differential evolution with biogeography-based optimization for global numerical optimization

    Wenyin Gong;Zhihua Cai;Charles X. Ling

  • A Novel Bayes Model: Hidden Naive Bayes

    Liangxiao Jiang;H. Zhang;Zhihua Cai

  • Parameter extraction of solar cell models using repaired adaptive differential evolution

    Wenyin Gong;Zhihua Cai

  • SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery

    Junjun Jiang;Jiayi Ma;Chen Chen;Zhongyuan Wang

  • Survey of Improving K-Nearest-Neighbor for Classification

    Liangxiao Jiang;Zhihua Cai;Dianhong Wang;Siwei Jiang

  • Evaluation Measures of the Classification Performance of Imbalanced Data Sets

    Qiong Gu;Li Zhu;Zhihua Cai

  • Enhanced Differential Evolution With Adaptive Strategies for Numerical Optimization

    Wenyin Gong;Zhihua Cai;Charles X Ling;Hui Li

  • BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image

    Yaoming Cai;Xiaobo Liu;Zhihua Cai

  • Differential Evolution With Auto-Enhanced Population Diversity

    Ming Yang;Changhe Li;Zhihua Cai;Jing Guan

  • Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image

    Yaoming Cai;Zijia Zhang;Zhihua Cai;Xiaobo Liu

  • Adaptive Ranking Mutation Operator Based Differential Evolution for Constrained Optimization

    Wenyin Gong;Zhihua Cai;Dingwen Liang

  • A real-coded biogeography-based optimization with mutation

    Wenyin Gong;Zhihua Cai;Charles X. Ling;Hui Li

  • Adaptive strategy selection in differential evolution for numerical optimization: An empirical study

    Wenyin Gong;Álvaro Fialho;Zhihua Cai;Hui Li

  • A clustering-based differential evolution for global optimization

    Zhihua Cai;Wenyin Gong;Charles X. Ling;Harry Zhang

  • Survey of Improving Naive Bayes for Classification

    Liangxiao Jiang;Dianhong Wang;Zhihua Cai;Xuesong Yan

  • Improving Tree augmented Naive Bayes for class probability estimation

    Liangxiao Jiang;Zhihua Cai;Dianhong Wang;Harry Zhang

  • Enhancing the performance of differential evolution using orthogonal design method

    Wenyin Gong;Zhihua Cai;Liangxiao Jiang

  • A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization

    Wenyin Gong;Aimin Zhou;Zhihua Cai

  • An unsupervised parameter learning model for RVFL neural network.

    Yongshan Zhang;Jia Wu;Zhihua Cai;Bo Du

  • Data Mining on Imbalanced Data Sets

    Unknown

  • Naive Bayes text classifiers: a locally weighted learning approach

    Liangxiao Jiang;Zhihua Cai;Harry Zhang;Dianhong Wang

Frequent Co-Authors

Wenyin Gong
Wenyin Gong China University of Geosciences
Liangxiao Jiang
Liangxiao Jiang China University of Geosciences
Jia Wu
Jia Wu Macquarie University
Junjun Jiang
Junjun Jiang Harbin Institute of Technology
Xingquan Zhu
Xingquan Zhu Florida Atlantic University
Charles X. Ling
Charles X. Ling University of Western Ontario
Junbin Gao
Junbin Gao University of Sydney
Chengqi Zhang
Chengqi Zhang Hong Kong Polytechnic University
Shirui Pan
Shirui Pan Griffith University
Yong Wang
Yong Wang Central South University

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