As a PhD student under the supervision of Dr Shan E Ahmed Raza, I am focusing on inferring a third spatial dimension from 2D images. Specifically in monocular depth estimation methods to improve depth map prediction.
Monocular depth estimation refers to estimating the depth information of a scene or object using a single 2D image as input. In my research, I am working on various approaches to enhance edge detection within the depth maps, improving monocular depth estimation accuracy and reliability.

My PhD is funded by the Kuwait Institute for Scientific Research - KISRLink opens in a new window.

Computer Science
University of Warwick
Coventry, UK CV4 7AL

Email: bashayer.abdallah@warwick.ac.uk

Computer Vision and Machine/Deep learning with applications to the image.

• Research Associate in the Petroleum Research Center PRC in KISR.Link opens in a new window
• PRC Computer Lab supervisor since 2016.
• I participated in software development and ML projects for upstream and downstream oil enhancement.
• Senior Graduate Teaching Assistant at the University of Warwick:

  • CS342 Machine Learning - 2022 and 2023Link opens in a new window

  • CS133 Professional Skills - 2022 and 2023Link opens in a new window
  • CS355 Digital Forensics - 2023 and 2023Link opens in a new window

Best presentation in the Machine Learning and Artificial Intelligence (Problem Exploring) track in Warwick Postgraduate Colloquium in Computer Science, 2023 - WPCCSLink opens in a new window.

• B.Sc. Information Technology & Computing, AOU - Kuwait.

( Graduation project: Developing an image compression software )

• M.Sc. Advanced Software Technology, Swansea University, Wales, UK.

( Dissertation: Geomentric Convolution Neural Network for 2D image segmentation )