Berk Kaya

According to our database, Berk Kaya authored at least 11 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Modern Take on Photometric 3D-Reconstruction.

Berk Kaya

PhD thesis, 2023

Multi-View Photometric Stereo Revisited.

Berk Kaya, Suryansh Kumar, Carlos Eduardo Porto de Oliveira, Vittorio Ferrari, Luc Van Gool

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo.

Francesco Sarno, Suryansh Kumar, Berk Kaya, Zhiwu Huang, Vittorio Ferrari, Luc Van Gool

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo.

Berk Kaya, Suryansh Kumar, Francesco Sarno, Vittorio Ferrari, Luc Van Gool

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Uncertainty-Aware Deep Multi-View Photometric Stereo.

Berk Kaya, Suryansh Kumar, Carlos Eduardo Porto de Oliveira, Vittorio Ferrari, Luc Van Gool

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces.

Berk Kaya, Suryansh Kumar, Carlos E. P. de Oliveira, Vittorio Ferrari, Luc Van Gool

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations.

Berk Kaya, Radu Timofte

Proceedings of the 8th International Conference on 3D Vision, 2020

2019

EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing.

Savas Özkan, Berk Kaya, Gozde Bozdagi Akar

IEEE Trans. Geosci. Remote. Sens., 2019

Towards Spectral Estimation from a Single RGB Image in the Wild.

Berk Kaya, Yigit Baran Can, Radu Timofte

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2017

EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing.

Savas Özkan, Berk Kaya, Ersin Esen, Gozde Bozdagi Akar

CoRR, 2017

Noise reduction on hyperspectral imagery using spectral unmixing and class-labels.

Berk Kaya, Savas Özkan, Gozde Bozdagi Akar

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017