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Dr Soheil Varastehpour

Lecturer
School of Computing, Electrical and Applied Technology
Location: Building 183, Room 3001

Professional memberships

Member of IEEE

Profile

 Research Interests:

  • Machine Learning & Deep Learning
  • Image Processing
  • Software Development

Teaching

Current Papers:

  • Introduction to Data Science (postgrad course)
  • Programming Principles and Practice (undergrad course)
  • Networking Fundamentals (undergrad course)

Past Papers:

  • Hardware Fundamentals
  • Operating System Fundamentals
  • Programming Fundamentals
  • UPC 2&3

 

Publications

Varastehpour, Soheil., Sharifzadeh, Hamid., Ardekani, Iman., & Sarrafzadeh, Abdolhossein. (2020). Human Biometric Traits: A Systematic Review Focusing on Vascular Patterns. Shannon, M. Auckland, New Zealand.

Varastehpour, Soheil., Sharifzadeh, Hamid., Ardekani, Iman., &Sarrafzadeh, Abdolhossein. (2020). Human Biometric Traits: A Systematic Review Focusing on Vascular Patterns. Auckland, ePress, Unitec Institute of Technology.

Varastehpour, Soheil. (2020). Visualising Vein Pattern Based on Sparse Auto-Encoder Algorithm. Auckland, School of Computing & Information Technology, Unitec Institute of Technology.

Xavier, F., Sharifzadeh, H., Angus, N., Baghaei, N., & Varastehpour, S. (2019). Learning Wear Patterns on Footwear Outsoles Using Convolutional Neural Networks. The 18th IEEE International Conference on Trust, Security.

Varastehpour, S., Sharifzadeh, H., Ardekani, I., Baghaei, N., & Francis., X. (2019). An Adaptive Method for Vein Recognition Enhancement Using Deep Learning. IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, Ajman, United Arab Emirates.

Francis., X., Sharifzadeh, H., Newton., A., Baghaei, N., & Varastehpour, S. (2019). Feature Enhancement and Denoising of a Forensic Shoeprint Dataset for Tracking Wear-And-Tear Effects. IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, Ajman, United Arab Emirates.

Varastehpour, S., Sharifzadeh, H., Ardekani, I., & Francis., X. (2019). Vein Pattern Visualisation and Feature Extraction Using Sparse Auto-encoder for Forensic Purposes. The 16-th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), Taipei, Taiwan.

Varastehpour, S., Sharifzadeh, H., Ardekani, I., & Xavier, F. (2018). A Review of Biometric Traits with Insight into Vein Pattern Recognition. In 16th Annual Conference on Privacy.