Random header banner 1 Random header banner 2 Random header banner 3 Random header banner 4
               

Department of Neurology
Neuroimaging Research Unit
Medical University of Graz
Auenbruggerplatz 22, Room A-039
8036 Graz, Austria

 

email: stefan.heber(at)medunigraz.at
website:     etaargus.com

 

 

 
 

CV

2018 - present Senior Postdoctoral Researcher
  Medical University of Graz, Austria
2016 - 2018 Senior Research Scientist
  Alicona Imaging GmbH, Graz, Austria
2015 - 2017 Postdoctoral Researcher
  Graz University of Technology, Austria
2010 - 2015 (PhD) Doctoral program in Engineering Sciences and Computer Sciences
  Graz University of Technology, Austria
2003 - 2010 (MSc) Diploma program of Technical Mathematics
  Graz University of Technology, Austria

Research Interests

Computer Vision
Machine Learning
Deep Learning
Numerical Optimization
Variational Methods

Selected Publications

Heber, S., Tinauer, C., Bollmann, S., Ropele, S., Langkammer, C.: Deep quantitative susceptibility mapping by combined background field removal and dipole inversion. In: for Magnetic Resonance in Medicine, I.S. (ed.) Proceedings of the 27th Annual Meeting of the ISMRM (2019)
 
Heber, S., Yu, W., Pock, T.: Neural EPI-volume networks for shape from light field. In: The IEEE International Conference on Computer Vision (ICCV) (October 2017)
 
Heber, S., Pock, T.: Convolutional networks for shape from light field. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2016)
 
Heber, S., Yu, W., Pock, T.: U-shaped Networks for Shape from Light Field. In: Proceedings of the British Machine Vision Conference (BMVC) (2016)
 
Yu, W., Heber, S., Pock, T.: Pattern Recognition: 37th German Conference, GCPR 2015, Aachen, Germany, October 7-10, 2015, Proceedings, chap. Learning Reaction-Diffusion Models for Image Inpainting, pp. 356–367. Springer International Publishing, Cham (2015)
 
Heber, S., Pock, T.: Computer Vision – ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part VI, chap. Shape from Light Field Meets Robust PCA, pp. 751–767. Springer International Publishing, Cham (2014)
 
Heber, S., Pock, T.: Pattern Recognition: 36th German Conference, GCPR 2014, Münster, Germany, September 2-5, 2014, Proceedings, chap. Scene Flow Estimation from Light Fields via the Preconditioned Primal-Dual Algorithm, pp. 3–14. Springer International Publishing, Cham (2014)
 
Heber, S., Ranftl, R., Pock, T.: Energy Minimization Methods in Computer Vision and Pattern Recognition: 9th International Conference, EMMCVPR 2013, Lund, Sweden, August 19-21, 2013. Proceedings, chap. Variational Shape from Light Field, pp. 66–79. Springer Berlin Heidelberg, Berlin, Heidelberg (2013)
 
Heber, S., Ranftl, R., Pock, T.: Computer Vision – ECCV 2012. Workshops and Demonstrations: Florence, Italy, October 7-13, 2012, Proceedings, Part III, chap. Approximate Envelope Minimization for Curvature Regularity, pp. 283–292. Springer Berlin Heidelberg, Berlin, Heidelberg (2012)