World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
54
Citations
10811
World Ranking
4606
National Ranking
618

Overview

Bob Zhang is affiliated with the University of Macau in China and has contributed extensively to the fields of computer science and engineering. Their research primarily focuses on computer vision and pattern recognition, artificial intelligence, and signal processing.

Their work covers several specific subfields including media technology and computational mechanics. Main research topics include:

  • Face and Expression Recognition
  • Biometric Identification and Security
  • Face recognition and analysis
  • Sparse and Compressive Sensing Techniques
  • Image and Signal Denoising Methods
  • Advanced Image Fusion Techniques
  • Remote-Sensing Image Classification

Bob Zhang has published a significant number of papers in leading publication venues. Frequent venues for their work include:

  • IEEE Transactions on Neural Networks and Learning Systems (11 publications)
  • arXiv (Cornell University) (11 publications)
  • IEEE Transactions on Multimedia (10 publications)
  • IEEE Transactions on Image Processing (10 publications)
  • CAAI Transactions on Intelligence Technology (9 publications)

Among the recent research papers they contributed to are:

  • Multi-stage image denoising with the wavelet transform, 2022, Pattern Recognition
  • Coarse-to-Fine CNN for Image Super-Resolution, 2020, IEEE Transactions on Multimedia
  • DRPL: Deep Regression Pair Learning for Multi-Focus Image Fusion, 2020, IEEE Transactions on Image Processing
  • Adaptive Graph Completion Based Incomplete Multi-View Clustering, 2020, IEEE Transactions on Multimedia
  • A Survey on Incomplete Multiview Clustering, 2022, IEEE Transactions on Systems Man and Cybernetics Systems

Bob Zhang frequently collaborates with several coauthors, including:

  • Lunke Fei
  • David Zhang
  • Jianhang Zhou
  • Yong Xu
  • Shuyi Li

Additionally, they have contributed to book publications, with one titled Advanced Medical Biometrics scheduled for release by World Scientific in 2025.

Best Publications

  • Retinal vessel extraction by matched filter with first-order derivative of Gaussian

    Bob Zhang;Lin Zhang;Lei Zhang;Fakhri Karray

  • Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs

    Meindert Niemeijer;Bram van Ginneken;Michael J Cree;Atsushi Mizutani

  • Multi-stage image denoising with the wavelet transform

    Unknown

  • Detection of microaneurysms using multi-scale correlation coefficients

    Bob Zhang;Xiangqian Wu;Jane You;Qin Li

  • Local line directional pattern for palmprint recognition

    Yue-Tong Luo;Lan-Ying Zhao;Bob Zhang;Wei Jia

  • A Survey on Incomplete Multiview Clustering

    Unknown

  • Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering

    Jie Wen;Zheng Zhang;Yong Xu;Bob Zhang

  • DRPL: Deep Regression Pair Learning for Multi-Focus Image Fusion

    Jinxing Li;Xiaobao Guo;Guangming Lu;Bob Zhang

  • Adaptive Graph Completion Based Incomplete Multi-View Clustering

    Jie Wen;Ke Yan;Zheng Zhang;Yong Xu

  • Coarse-to-Fine CNN for Image Super-Resolution

    Chunwei Tian;Yong Xu;Wangmeng Zuo;Bob Zhang

  • Background modeling methods in video analysis: A review and comparative evaluation

    Yong Xu;Jixiang Dong;Bob Zhang;Daoyun Xu

  • Palmprint Recognition Based on Complete Direction Representation

    Wei Jia;Bob Zhang;Jingting Lu;Yihai Zhu

  • Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring

    Jie Wen;Zheng Zhang;Zhao Zhang;Lei Zhu

  • Detecting Diabetes Mellitus and Nonproliferative Diabetic Retinopathy Using Tongue Color, Texture, and Geometry Features

    Bob Zhang;B. V. K. Vijaya Kumar;David Zhang

  • Statistical Analysis of Tongue Images for Feature Extraction and Diagnostics

    Xingzheng Wang;Bob Zhang;Zhimin Yang;Haoqian Wang

  • Linear discriminant analysis

    Unknown

  • Sparse Representation Classifier for microaneurysm detection and retinal blood vessel extraction

    Bob Zhang;Fakhri Karray;Qin Li;Lei Zhang

  • Adaptive weighted nonnegative low-rank representation

    Jie Wen;Bob Zhang;Yong Xu;Jian Yang

  • CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network

    Jie Wen;Zheng Zhang;Yong Xu;Bob Zhang

  • Learning Discriminant Direction Binary Palmprint Descriptor

    Lunke Fei;Bob Zhang;Yong Xu;Zhenhua Guo

  • Class-Specific Reconstruction Transfer Learning for Visual Recognition Across Domains

    Shanshan Wang;Lei Zhang;Wangmeng Zuo;Bob Zhang

  • Multiple representations and sparse representation for image classification

    Yong Xu;Bob Zhang;Zuofeng Zhong

  • Sample diversity, representation effectiveness and robust dictionary learning for face recognition

    Yong Xu;Zhengming Li;Bob Zhang;Jian Yang

Frequent Co-Authors

David Zhang
David Zhang Chinese University of Hong Kong, Shenzhen
Yong Xu
Yong Xu Harbin Institute of Technology
Jane You
Jane You Hong Kong Polytechnic University
Fakhri Karray
Fakhri Karray Mohamed bin Zayed University of Artificial Intelligence
Yuan Yan Tang
Yuan Yan Tang University of Macau
Lei Zhang
Lei Zhang Hong Kong Polytechnic University
Meng Yang
Meng Yang Sun Yat-sen University
Feng Wu
Feng Wu University of Science and Technology of China
Wangmeng Zuo
Wangmeng Zuo Harbin Institute of Technology
Jigang Wu
Jigang Wu Guangdong University of Technology

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