World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
46
Citations
15510
World Ranking
6674
National Ranking
209

Overview

Guojun Lu is affiliated with Federation University Australia, where their research is primarily situated within the field of Computer Science. Their scholarly work encompasses 58 publications, focusing extensively on Artificial Intelligence and its applications.

The scientist's subfields of study include:

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

Their research topics cover a range of subjects reflecting emerging areas in machine learning and image processing, notably:

  • Domain Adaptation and Few-Shot Learning
  • Multimodal Machine Learning Applications
  • Sentiment Analysis and Opinion Mining
  • Advanced Image and Video Retrieval Techniques
  • Topic Modeling
  • Adversarial Robustness in Machine Learning
  • Video Surveillance and Tracking Methods

Guojun Lu has contributed to a series of academic papers published in reputable venues. Selected recent papers include:

  • "Few-Shot Image Classification: Current Status and Research Trends" (2022), Electronics
  • "Integrated generalized zero-shot learning for fine-grained classification" (2021), Pattern Recognition
  • "BART-based contrastive and retrospective network for aspect-category-opinion-sentiment quadruple extraction" (2023), International Journal of Machine Learning and Cybernetics
  • "Robust Image Classification Using a Low-Pass Activation Function and DCT Augmentation" (2021), IEEE Access
  • "Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning" (2021), IEEE Transactions on Image Processing

Their frequent coauthors include:

  • Shyh Wei Teng
  • Ferdous Sohel
  • Tasfia Shermin
  • Manzur Murshed
  • Yun Xue

Guojun Lu has published multiple works in high-profile venues. Among the most frequent publication venues are:

  • arXiv (Cornell University)
  • Pattern Recognition
  • Neurocomputing
  • IEEE Access
  • Mathematics

Best Publications

  • Review of shape representation and description techniques

    Dengsheng Zhang;Guojun Lu

  • A survey of content-based image retrieval with high-level semantics

    Ying Liu;Dengsheng Zhang;Guojun Lu;Wei-Ying Ma

  • Fractal image compression

    Guojun Lu

  • Shape-based image retrieval using generic Fourier descriptor

    Dengsheng Zhang;Guojun Lu

  • A review on automatic image annotation techniques

    Dengsheng Zhang;Md. Monirul Islam;Guojun Lu

  • A Survey of Audio-Based Music Classification and Annotation

    Zhouyu Fu;Guojun Lu;Kai Ming Ting;Dengsheng Zhang

  • Content-based Image Retrieval Using Gabor Texture Features

    Dengsheng Zhang;Ayulwin Wong;Maria Indrawan;Guojun Lu

  • A Comparative Study of Fourier Descriptors for Shape Representation and Retrieval

    Dengsheng Zhang;Guojun Lu

  • Study and evaluation of different Fourier methods for image retrieval

    Dengsheng Zhang;Guojun Lu

  • A comparative study of curvature scale space and Fourier descriptors for shape-based image retrieval

    Dengsheng Zhang;Guojun Lu

  • Region-based shape representation and similarity measure suitable for content-based image retrieval

    Guojun Lu;Atul Sajjanhar

  • Generic Fourier descriptor for shape-based image retrieval

    Dengsheng Zhang;Guojun Lu

  • Segmentation of moving objects in image sequence: A review

    Dengsheng Zhang;Guojun Lu

  • Robust Image Corner Detection Based on the Chord-to-Point Distance Accumulation Technique

    M. Awrangjeb;Guojun Lu

  • Content-based shape retrieval using different shape descriptors: a comparative study

    Dengsheng Zhang;Guojun Lu

  • Multimedia Database Management Systems

    Guojun Lu

  • Region-based image retrieval with high-level semantics using decision tree learning

    Ying Liu;Dengsheng Zhang;Guojun Lu

  • Evaluation of similarity measurement for image retrieval

    Dengsheng Zhang;Guojun Lu

  • Content based image retrieval using curvelet transform

    I.J. Sumana;M.M. Islam;Dengsheng Zhang;Guojun Lu

  • Evaluation of MPEG-7 shape descriptors against other shape descriptors

    Dengsheng Zhang;Guojun Lu

Frequent Co-Authors

Kai Ming Ting
Kai Ming Ting Nanjing University
Ferdous Sohel
Ferdous Sohel Murdoch University
Wei-Ying Ma
Wei-Ying Ma Tsinghua University
Wanlei Zhou
Wanlei Zhou City University of Macau
Clive S. Fraser
Clive S. Fraser University of Melbourne
David Taniar
David Taniar Monash University
Manoranjan Paul
Manoranjan Paul Charles Sturt University
Tat-Seng Chua
Tat-Seng Chua National University of Singapore
Rudy Setiono
Rudy Setiono National University of Singapore
Syed Islam
Syed Islam Federation University Australia

External Links

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

If you're interested in studying Computer Science in the USA, there are several related online degree options and career pathways to explore. Choosing online degree programs accredited by recognized institutions is essential to ensure your qualification is respected by employers and meets industry standards.

For those passionate about interactive media, an online school for game design can open doors to creative and technical careers in the gaming industry. Similarly, demand for cybersecurity professionals is rapidly growing. Earning a cyber security bachelor degree online provides skills to help protect digital assets and keep information safe.

Computer Science foundations are also valuable in fields like construction management, where technology is transforming project planning and execution. If you're considering this route, comparing online construction management degree cost options can help you find a program that fits your budget and career goals.

Best Scientists Citing Guojun Lu

Trending Scientists

Recently Published Articles