World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
56
Citations
13193
World Ranking
4059
National Ranking
537

Overview

Jane You is affiliated with Hong Kong Polytechnic University in China, where their research spans multiple areas within computer science. Their work is concentrated primarily in artificial intelligence and computer vision, with additional contributions to radiology, nuclear medicine and imaging, signal processing, and mechanical engineering.

The researcher has published extensively, with a total of 93 publications primarily focused on the following subfields:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Radiology, Nuclear Medicine and Imaging
  • Signal Processing
  • Mechanical Engineering

Their main topics of study include:

  • Domain Adaptation and Few-Shot Learning
  • Advanced Neural Network Applications
  • COVID-19 Diagnosis Using AI
  • Face and Expression Recognition
  • Adversarial Robustness in Machine Learning
  • Multimodal Machine Learning Applications
  • Machine Learning and Data Classification

Jane You has frequently published in several notable venues, including:

  • arXiv (Cornell University)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE Transactions on Neural Networks and Learning Systems
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • Neurocomputing

Some recent papers include:

  • "Incremental Weighted Ensemble Broad Learning System for Imbalanced Data," 2021, IEEE Transactions on Knowledge and Data Engineering
  • "Learning Content-Weighted Deep Image Compression," 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate," 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • "Unimodal Regularized Neuron Stick-Breaking for Ordinal Classification," 2020, Neurocomputing
  • "Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training," 2020, Proceedings of the AAAI Conference on Artificial Intelligence

Their research collaborations include frequent coauthors such as:

  • Xiaofeng Liu
  • Site Li
  • Xiongchang Liu
  • C.-C. Jay Kuo
  • Jun Lu

Best Publications

  • Online palmprint identification

    D. Zhang;Wai-Kin Kong;J. You;M. Wong

  • The Resonant Retina: Exploiting Vibration Noise to Optimally Detect Edges in an Image

    David Zhang;Wai-Kin Kong;Jane You;Michael Wong

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

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

  • Hierarchical palmprint identification via multiple feature extraction

    Jane You;Jane You;Wenxin Li;David Zhang

  • An analysis of BioHashing and its variants

    Adams Kong;King-Hong Cheung;David Zhang;Mohamed Kamel

  • Detection of microaneurysms using multi-scale correlation coefficients

    Bob Zhang;Xiangqian Wu;Jane You;Qin Li

  • Hyperspectral image unsupervised classification by robust manifold matrix factorization

    Lefei Zhang;Liangpei Zhang;Bo Du;Jane You

  • A New Discriminative Sparse Representation Method for Robust Face Recognition via $l_{2}$ Regularization

    Yong Xu;Zuofeng Zhong;Jian Yang;Jane You

  • Incremental Semi-Supervised Clustering Ensemble for High Dimensional Data Clustering

    Zhiwen Yu;Peinan Luo;Jane You;Hau-San Wong

  • Adaptive Deep Metric Learning for Identity-Aware Facial Expression Recognition

    Xiaofeng Liu;B. V. K. Vijaya Kumar;Jane You;Ping Jia

  • On hierarchical palmprint coding with multiple features for personal identification in large databases

    J. You;Wai-Kin Kong;D. Zhang;King Hong Cheung

  • Data Uncertainty in Face Recognition

    Yong Xu;Xiaozhao Fang;Xuelong Li;Jiang Yang

  • Vessel segmentation and width estimation in retinal images using multiscale production of matched filter responses

    Qin Li;Jane You;David Zhang

  • Palm vein extraction and matching for personal authentication

    Yi-Bo Zhang;Qin Li;Jane You;Prabir Bhattacharya

  • Robust Texture Image Representation by Scale Selective Local Binary Patterns

    Zhenhua Guo;Xingzheng Wang;Jie Zhou;Jane You

  • Hybrid $k$ -Nearest Neighbor Classifier

    Zhiwen Yu;Hantao Chen;Jiming Liuxs;Jane You

  • Classification and segmentation of rotated and scaled textured images using texture “tuned” masks

    Jane You;Harvey A. Cohen

  • A wavelet-based coarse-to-fine image matching scheme in a parallel virtual machine environment

    J. You;P. Bhattacharya

  • A Modified Matched Filter With Double-Sided Thresholding for Screening Proliferative Diabetic Retinopathy

    Lei Zhang;Qin Li;J. You;D. Zhang

  • Hybrid Classifier Ensemble for Imbalanced Data

    Kaixiang Yang;Zhiwen Yu;Xin Wen;Wenming Cao

  • On Hierarchical Palmprint Coding with Multi-Features for Personal Identification in Large Databases.

    Jane You;Adams Wai-Kin Kong;David Zhang;King Hong Cheung

  • Incremental semi-supervised clustering ensemble for high dimensional data clustering

    Zhiwen Yu;Peinan Luo;Si Wu;Guoqiang Han

Frequent Co-Authors

Zhiwen Yu
Zhiwen Yu Northwestern Polytechnical University
David Zhang
David Zhang Chinese University of Hong Kong, Shenzhen
Hau-San Wong
Hau-San Wong City University of Hong Kong
Yong Xu
Yong Xu Harbin Institute of Technology
Bob Zhang
Bob Zhang University of Macau
Lei Zhang
Lei Zhang Hong Kong Polytechnic University
B. V. K. Vijaya Kumar
B. V. K. Vijaya Kumar Carnegie Mellon University
Lefei Zhang
Lefei Zhang Wuhan University
C. L. Philip Chen
C. L. Philip Chen South China University of Technology
Dacheng Tao
Dacheng Tao Nanyang Technological University

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