Siavash Arjomand Bigdeli

I am currently a Postdoc in the IVRL group of EPFL, headed by Professor Sabine Süsstrunk. I obtained my Ph.D. at the University of Bern under the supervision of Professor Matthias Zwicker. I received my Master’s degree in Computer Science from the University of Neuchatel.
During my M.Sc. studies, I was a software developer at 3D Impact Media, where I mainly worked on an automated 2D to 3D conversion pipeline.

My research interests are in Computer Vision and Graphics, specifically to apply machine learning techniques for image processing tasks. See my list of publications below for a detailed overview of my work and follow the links to see individual projects.

Email: siavash (dot) bigdeli [at] epfl (dot) ch, CV


 

Conferences and journals

 

 
Siavash Arjomand Bigdeli, Meiguang Jin, Paolo Favaro, Matthias Zwicker
Learning to Mean-Shift in O(1) for Bayesian Image Restoration
Minisymposia on 'A Denoiser Can Do Much More Than Just... Denoising'

SIAM Conference on Imaging Science, 2018
 

 

 
Tiziano Portenier, Qiyang Hu, Attila Szabó, Siavash Arjomand Bigdeli, Paolo Favaro, Matthias Zwicker
FaceShop: Deep Sketch-based Image Editing
ACM Siggraph, 2018
In the news!
 

 

 
Siavash Arjomand Bigdeli, Meiguang Jin, Paolo Favaro, Matthias Zwicker
Deep Mean-Shift Priors for Image Restoration
Advances in Neural Information Processing Systems (NIPS), 2017
In the news!
 

 

 
Siavash Arjomand Bigdeli, Matthias Zwicker
Image Restoration using Autoencoding Priors
International Conference on Computer Vision Theory and Applications (VISAPP), 2018
Best student paper award!
 

 

 
Siavash Arjomand Bigdeli, Gregor Budweiser, Matthias Zwicker
Temporally Coherent Disparity Maps Using CRFs with Fast 4D Filtering
IPSJ Transactions on Computer Vision and Applications, 8(10), 2016
 

 

 
Siavash Arjomand Bigdeli, Gregor Budweiser, Matthias Zwicker
Temporally Coherent Disparity Maps Using CRFs with Fast 4D Filtering
Asian Conference on Pattern Recognition (ACPR), 2015, oral presentation
 

 

 
Daniel Donatsch, Siavash Arjomand Bigdeli, Philippe Robert, Matthias Zwicker
Hand-Held 3D Light Field Photography and Applications
The Visual Computer, 30(6-8), 2014