A

Ajmal Mian

Professor

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

Limited Spots
81
H-index
330
Papers
30,891
Citations
—
Active Grants

Research Areas

Computer visionDeep learningMachine learningExplainable AI3D face recognition3D object recognition3D shape analysis3D point cloud analysis (LiDAR)Human action recognitionHyperspectral imaging and analysisImage set classificationVideo description

Potential Research Topics

  • • Human Pose and Action Recognition
  • • Face and Expression Recognition
  • • 3D Shape Modeling and Analysis

Recent Publications

A comprehensive overview of large language models

ACM Transactions on Intelligent Systems and Technology20253737 citations

Threat of adversarial attacks on deep learning in computer vision: A survey

IEEE Access20183027 citations

Three-dimensional model-based object recognition and segmentation in cluttered scenes

IEEE Transactions on Pattern Analysis and Machine Intelligence2006773 citations

An efficient multimodal 2D-3D hybrid approach to automatic face recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence2007634 citations

On the repeatability and quality of keypoints for local feature-based 3D object retrieval from cluttered scenes

International Journal of Computer Vision2010550 citations

Exploring Hierarchical Spatial Layout Cues for 3D Point Cloud Based Scene Graph Prediction

IEEE Transactions on Multimedia202548 citationsDOI ↗

Temporally Consistent Referring Video Object Segmentation With Hybrid Memory

IEEE Transactions on Circuits and Systems for Video Technology202432 citationsDOI ↗

Multiview Point Cloud Registration Based on Minimum Potential Energy for Free-Form Blade Measurement

IEEE Transactions on Instrumentation and Measurement202523 citationsDOI ↗

Low-Rank and Sparse Decomposition for Low-Query Decision-Based Adversarial Attacks

IEEE Transactions on Information Forensics and Security20249 citationsDOI ↗

Diffusion-Driven Self-Supervised Learning for Shape Reconstruction and Pose Estimation

IEEE Transactions on Pattern Analysis and Machine Intelligence20241 citationsDOI ↗

AI Summary

AI

Ajmal Mian是西澳大学计算机科学领域的杰出教授,长期从事人体姿态识别、面部表情识别、三维形状建模等深度学习研究,在计算机视觉领域积累了深厚的学术基础。凭借68的H指数和超过20000的论文引用次数,他在国际学术界享有重要地位,其541篇发表论文见证了其在神经网络应用等前沿方向的持续创新。对于有志于从事计算机视觉和深度学习PhD研究的申请者而言,Mian教授的研究团队能提供国际一流的学术指导和充分的学术资源。

Interested in working with Ajmal Mian?

Chat with Ola about this Professor →

Powered by Koala PhD