Baran Gözcü


Research interests:

  • Image processing
  • Compressive sensing for wireless communication applications
  • Convex optimization

Contact Address 


ELD 243 (Batiment EL)

Station 11

CH-1015, Lausanne 

+41(0) 21 693 46 91

people@EPFL page



     BSc in Electrical Engineering, Koc University, June 2010 

     BSc in Mathematics, Koc University, June 2010

     MSc in Communication Systems EPFL, February 2013

B. Gözcü / V. Cevher (Dir.) : Data-driven Measurement Designs for Magnetic Resonance Imaging. Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9651.
T. Sanchez; B. Gözcü; R. B. van Heeswijk; E. Ilıcak; T. Çukur et al. : Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI. 2019.
B. Gözcü; T. Sanchez; V. Cevher : Rethinking Sampling in Parallel MRI: A Data-Driven Approach. 2019.
B. Gözcü; R. Karimi Mahabadi; Y.-H. Li; E. Ilıcak; T. Çukur et al. : Learning-Based Compressive MRI; IEEE Transactions On Medical Imaging. 2018. DOI : 10.1109/TMI.2018.2832540.
V. Cevher; Y.-h. Li; I. Bogunovic; L. Baldassarre; J. Scarlett et al. ; Learning-based subsampling. US10082551 ; US2017109650 . 2017.
L. Baldassarre; Y.-H. Li; J. Scarlett; B. Gözcü; I. Bogunovic et al. : Learning-Based Compressive Subsampling; IEEE Journal on Selected Topics in Signal Processing. 2016. DOI : 10.1109/Jstsp.2016.2548442.
B. Gözcü; L. Baldassarre; Q. Tran Dinh; C. Aprile; V. Cevher : A Primal-dual Framework For Mixtures Of Regularisers. 2015. 23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France, August 31 - September 4 2015.
B. Bah; V. Cevher; S. Becker; B. Gözcü : Metric Learning with Rank and Sparsity Constraints. 2014. IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, Italy, May 4-9, 2014.
B. Gözcü; A. Asaei; V. Cevher : Manifold Sparse Beamforming. 2013. 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Saint Martin, France, December 15-18, 2013. p. 113-116. DOI : 10.1109/CAMSAP.2013.6714020.
M. SANDOU; B. GÖZCÜ; S. S. KUCUR : Analysis of the opposition to UDC in Swiss society: arguments and perceptions ; 2011.