Portrait of İsmail Can Yağmur

University of Rochester

İsmail Can Yağmur

PhD student in Computer Science

About

Inverse problems, medical imaging, and reliable learning.

I work with Prof. Müjdat Çetin on inverse problems in medical imaging, with a current focus on uncertainty quantification for self-supervised image restoration.

My broader interests include computational imaging, cross-spectral registration, and trustworthy machine learning.

Download CV

Current Position

  • PhD Student, Computer Science
  • University of Rochester
  • Rochester, New York

Research

Research Interests

  • Inverse problems in medical imaging
  • Self-supervised image restoration
  • Uncertainty quantification
  • Computational imaging
  • Cross-spectral registration
  • Remote sensing

Background

Previous work includes multispectral image matching, satellite-based building height estimation, and radar signal classification.

Publications

Selected Publications

  1. XPoint IEEE Access, 2026
  2. BuildMamba 2026
  3. CS-REG-NET SIU 2025 · Best Paper Award
  4. Visual State-Space Based Multi-Task Learning for Building Segmentation and Height Estimation IGARSS 2025
  5. Improved homographic adaptation for keypoint generation in cross-spectral registration SPIE 2023
  6. Swin transformer based siamese network for thermal and optical image registration SIU 2023
  7. Classifying LPI radar waveforms with time-frequency transformations using multi-stage CNN system IRS 2022

Experience

Research and Teaching

Graduate Researcher

Özyeğin University

AI Software Engineer Intern

Baykar Technologies

Teaching Assistant

Networks, Deep Learning, Vision, Programming

Awards

  • PhD Fellowship, University of Rochester
  • Graduate Full-tuition Scholarship
  • Undergraduate Full-tuition Scholarship
  • SIU 2025 Best Paper Award
  • SIU 2025 Thesis Competition, 3rd Place

Education

Academic Background

PhD in Computer Science

University of Rochester · 08/2025-06/2030

M.Sc. in Computer Science

Özyeğin University · 09/2023-06/2025

B.Sc. in Computer Science

Özyeğin University · 09/2019-06/2023

B.Sc. in Electrical & Electronics Engineering

Özyeğin University · 09/2020-06/2023