Siavash Bigdeli

 

 

 

 

 

 

Address:  

EPFL IC ISIM IVRL
BC 314 (Bâtiment BC) 
Station 14 
CH-1015 Lausanne
EPFL IC IVRL
BC 314 (Bâtiment BC) 
Station 14 
CH-1015 Lausanne, Switzerland
Phone: +41 (0) 21 69 31328
   
Email: siavash [dot] bigdeli [at] epfl [dot] ch
 
 

 

Studies and interests

I am currently a Postdoc in the IVRLab of EPFL, headed by Professor Sabine Süsstrunk. I obtained my Ph.D. at the University of Bern under the supervision of  Professor Matthias Zwicker. 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 visit my home page to see individual projects.

 

 

Publications

S. Arjomand Bigdeli, M. Zwicker and S. Arjomand Bigdeli. Image Restoration using Autoencoding Priors. VISAPP, Funchal, Portugal, 2018-01-27.
S. Arjomand Bigdeli, M. Jin, P. Favaro and M. Zwicker. Deep Mean-Shift Priors for Image Restoration. Advances in Neural Information Processing Systems (NIPS), Long beach CA, 2017.
S. Arjomand Bigdeli, G. Budweiser and M. Zwicker. Temporally coherent disparity maps using CRFs with fast 4D filtering, 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR). Asian Conference on Pattern Recognition (ACPR), , 2016-06-09.
S. Arjomand Bigdeli, G. Budweiser and M. Zwicker. Temporally coherent disparity maps using CRFs with fast 4D filtering, in IPSJ Transactions on Computer Vision and Applications, vol. 8, num. 1, 2016-04-15.
D. Donatsch, S. Arjomand Bigdeli, P. Robert and M. Zwicker. Hand-held 3D light field photography and applications, in The Visual Computer, vol. 30, num. 6-8, p. 897-907, 2014-06-01.