M. Kerem Aydın
Embedded Files
Northwestern University ● CS
mkeremaydin@u.northwestern.edu
On the job market for industry research and engineering roles in computer vision, machine learning, and computational imaging!
I'm a CS PhD student at Northwestern University, advised by Emma Alexander. I build imaging and vision systems where the sensor and the algorithm are designed together rather than treated as separate problems.
Right now I'm working on extending thermal NVS to scenes with reflective surfaces, and on a new family of frequency-aware splat primitives.
Selected Publications
Selected Publications
Spectrum from Defocus: Fast Spectral Imaging with Chromatic Focal Stack
Spectrum from Defocus: Fast Spectral Imaging with Chromatic Focal Stack
CVPR, 2026 (Oral)
M. Kerem Aydin*, Yi-Chun Hung*, Jaclyn Pytlarz, Qi Guo, Emma Alexander
[Project Page] [GitHub] [Paper] [Poster]
Thermal is Always Wild: Characterizing and Addressing Challenges in
Thermal is Always Wild: Characterizing and Addressing Challenges in
Thermal-Only Novel View Synthesis
Thermal-Only Novel View Synthesis
CVPR, 2026 (Highlight)
M. Kerem Aydin, Vishwanath Saragadam, Emma Alexander
[Project Page] [GitHub] [arXiv] [Paper] [Poster]
HyperColorization: Propagating spatially sparse noisy spectral clues over hyperspectral images
HyperColorization: Propagating spatially sparse noisy spectral clues over hyperspectral images
Optics Express, 2024
M. Kerem Aydin, Qi Guo, Emma Alexander
Page updated
Google Sites
Report abuse