Currently

πŸ“˜ Pursuing my PhD in Computational MRI
πŸ’» Working as a Researcher at Fraunhofer

Specialized in

πŸ”¬ Representation Learning, Image processing, 2D/3D Pose Estimation

Research Interests

πŸ’‘ Computer Vision, and Computational MRI

Additional Expertise

🧠 Probabilistic Generative Modelling, Deep Learning, and MR Physics

Contact Information

πŸ“§ Email: Snawar Hussain
🌐 LinkedIn: LinkedIn Profile
πŸ’Ό GitHub: GitHub Profile

Education/Experience

2022 - 2023 Zhejiang University

  • Research Scholar in Computer Science

2019 - 2022 Central South University

  • Master’s of Control Science and Engineering (Intelligent Systems and Pattern Recognition)

2015-2019 National University of Sciences and Technology

  • Bachelors of Mechatronics Engineering

Publications

Google Scholar

Projects

ROBUST: Rodent Observable Behavior Understanding and Study Toolkit

Project Page

ROBUST

A toolkit for Unsupervised Behavior Analysis of Rats using self-supervised Variational Autoencoder (VAE) based representation learning and Hidden Markov Model (HMM) clustering.

2D/3D pose estimation

3D pose esitmation using triangulation of multiple 2D views.

overall workflow

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Results

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Retinal Blood Vessel Segmentation

Unet based architecure for segmentation

Code

Results