M

Mohammed Bennamoun

Winthrop Professor

University of Western Australia (UWA) · School of Physics, Mathematics and Computing

Limited Spots
89
H-index
613
Papers
43,944
Citations
—
Active Grants

Research Areas

Computer vision (particularly 3D)Machine learning / deep learningArtificial neural networks / deep learning3D biometrics3D reconstruction / recognitionPattern recognitionRoboticsSignal / image processingForensic image processingControl theoryVirtual reality and immersive environments

Potential Research Topics

  • • Advanced Image and Video Retrieval Techniques
  • • Advanced Vision and Imaging
  • • Robotics and Sensor-Based Localization

Recent Publications

Deep learning for 3D point clouds: A survey

arXiv preprint arXiv:1912.1203320193422 citations

Training spiking neural networks using lessons from deep learning

Proceedings of the IEEE20231578 citations

Hands-on Bayesian neural networks — A tutorial for deep learning users

IEEE Computational Intelligence Magazine20221562 citations

Cost-sensitive learning of deep feature representations from imbalanced data

IEEE Transactions on Neural Networks and Learning Systems20171321 citations

Linear regression for face recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence20101246 citations

Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey

ACM Computing Surveys202475 citationsDOI ↗

Dynamic Neural Surfaces for Elastic 4D Shape Representation and Analysis

2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)20256 citationsDOI ↗

WSSIC-Net: Weakly-Supervised Semantic Instance Completion of 3D Point Cloud Scenes

IEEE Transactions on Image Processing20253 citationsDOI ↗

UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation

ArXiv20241 citationsDOI ↗

Reconstructing illusory camouflage patterns on moth wings using computer vision

Journal of the Royal Society Interface20250 citationsDOI ↗

AI Summary

AI

Mohammed Bennamoun是西澳大学计算机科学领域的杰出教授,在图像视频检索、计算机视觉、机器人感知定位以及人脸识别等方向拥有深厚的学术积累,H指数达73、论文总数794篇、引用次数超过28000次,学术影响力在该领域处于国际领先水平。如果你的研究兴趣涉及深度学习、视觉识别或传感器应用等领域,Mohammed Bennamoun的研究团队将是一个极具吸引力的选择,他丰富的项目经验和广泛的学术网络能够为PhD学生提供高质量的科研指导和发展平台。

Interested in working with Mohammed Bennamoun?

Chat with Ola about this Professor →

Powered by Koala PhD