Berk Kaya

I obtained my PhD degree from the Computer Vision Lab at ETH Zürich under the supervision of Prof. Dr. Luc Van Gool and Dr. Suryansh Kumar. I am now a computer vision engineer at Apple.



Selected Publications


Multi-View Photometric Stereo Revisited

Berk Kaya, Suryansh Kumar, Carlos Oliveira, Vittorio Ferrari, Luc Van Gool
IEEE Winter Conference on Applications of Computer Vision (WACV), 2023
Project Page

Uncertainty-Aware Deep Multi-View Photometric Stereo

Berk Kaya, Suryansh Kumar, Carlos Oliveira, Vittorio Ferrari, Luc Van Gool
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Project Page

Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo

Berk Kaya, Suryansh Kumar, Francesco Sarno, Vittorio Ferrari, Luc Van Gool
IEEE Winter Conference on Applications of Computer Vision (WACV), 2022
Project Page

Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo

Francesco Sarno, Suryansh Kumar, Berk Kaya, Zhiwu Huang, Vittorio Ferrari, Luc Van Gool
IEEE Winter Conference on Applications of Computer Vision (WACV), 2022
Project Page

Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces

Berk Kaya, Suryansh Kumar, Carlos Oliveira, Vittorio Ferrari, Luc Van Gool.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Project Page