The third monocular depth estimation challenge.
Spencer, et al., Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024.
Welcome!
I am a graduate researcher in Electrical and Computer Engineering at York University, specializing in monocular metric depth estimation at the Elder Lab under the supervision of Prof. James Elder.
Prior to this, I completed my B.Sc. in Electrical Engineering at the University of Tehran (2021), where I conducted research on 3D reconstruction of symmetrical objects from single images at the Computational Audio-Vision Lab with Prof. Reshad Hosseini.
Research Interests
- Computer Vision
- 3D Scene Understanding
- Medical Image Analysis
View my CV here. Have questions about my background or research? Chat with my CV
Current Research
My research focuses on advancing the field of monocular metric depth estimation, working to improve the accuracy and reliability of depth perception from single images. This work has applications in autonomous systems, robotics, and augmented reality.
Publications
Here is the list of my Publications.
CTtrack: A CNN+Transformer-based framework for fiber orientation estimation & tractography.
S.M.H. Hosseini, M. Hassanpour, S. Masoudnia, S. Iraji, S. Raminfard, M. Nazem-Zadeh, Neuroscience Informatics, 2022.
Single-view 3D Reconstruction of Surface of Revolution.
S.M.H. Hosseini, S.M. Nasiri, R. Hosseini, H. Moradi, 2022