Professor Slava Voloshynovskiy

Biography

Slava Voloshynovskiy received radio engineering degree from Lviv Polytechnic Institute in 1993, and Ph.D. degree in electrical engineering from State University Lvivska Politechnika, Lviv, Ukraine, in 1996. In 1998–1999, he has been with the University of Illinois at Urbana-Champaign, USA, as a vsiting scholar. Since 1999, he has been with the University of Geneva, Switzerland, where he is currently a tenure associate professor with the Department of Computer Science, and Head of the Stochastic Information Processing Group. His current research interests cover  the theoretical analysis of entire chain of multimedia processing starting from the data acquisition and interaction with physical objects to the final end-users. It includes optimal design of imaging systems (sparse antenna arrays), processing (denoising, restoration), storage (compression, feature extraction) and communication (coding) as well as security and privacy related issues of information sharing, search, identification, authentication, classification and mining in large scale-systems.

He has coauthored over 250 journal and conference papers in these areas as well as 10 patents. He has served as a consultant to private industry in the above areas.

Slava is:

Associate Editor and Board Member for

  • Journal of Electronic Imaging (since January 2016 - )
  • IEEE Signal Processing Letters (since December 2015-)-senior AE
  • IEEE Transactions on Information Forensics and Security (July 2012 – March 2015)
  • ELSEVIER Journal on Computer Standards and Interfaces (since October 2009 - )
  • EURASIP Journal on Information Security (Eurasip IJS) (since May 2006 - )
  • International Journal of Image and Graphics (IJIG) (since December 2005 - )

Guest editor for:

  • EURASIP Journal on Information Security (Eurasip IJS) special issue on Robust Hashing (2007)
  • Signal Processing special issue on Security of Data Hiding Technologies (2003)

Research Interests

Current principle research directions

  • stochastic signal processing and machine learning (theoretical issues of statistical signal and image modeling and its applications to denoising, restoration, compressive sensing, compression and recognition)
  • multimedia security (information-theoretic and practical aspects of watermarking, content fingerprinting, biometrics, identification and authentication, privacy protection)

Previous research

  • Radar and radiometry imaging systems
  • Antenna design and sensor planning for imaging applications
  • Bayesian image restoration and denoising
  • Robust estimators and inverse problems
  • Stochastic image modeling
  • Image steganography, watermarking and data-hiding
  • Information-theoretic multimodal signal processing

Teaching

I am involved in teaching of the following courses (follow this link for more details):

Besides regular courses, interested students are welcome to do a Bachelor or Master project in the SIP group!

Current PhD students:                          

  • Dimche Kostadinov - machine learning, recognition, optimization
  • Sohrab Ferdowsi - fast search and identification in large scale systems, compression
  • Thomas Charlon - genetic data analysis
  • Saoussen Belhassen - medical image processing
  • Maurits Diephuis - physical object security
  • Olga Taran - physical object security, image processing
  • Schideh Rezaeifar - physical objects security, information theory
  • Behrooz Razeghi (Febr. 2017) - physical object security for connected objects, information theory, privacy
  • We have an open position in astroinformatics based on NASA IRIS mission: big data, machine learning, image processing

Former PhD students:

  • Farzad Farhadzadeh (PhD, 2014)
  • Taras Holotyak (PhD, 2012)
  • Fokko Beekhof (PhD, 2012, Latsiz prize for the best PhD of year)
  • Frederic Schoenahl (PhD, 2011)
  • Renato Villan (PhD, 2008)
  • Emre Topak (PhD, 2007)
  • Jose Vila Forcen (PhD, 2006)
  • Teodor Alecu (PhD, 2005)
  • Mohammad Reza Ay (PhD, 2005)
  • Oleksiy Koval (PhD, 2004)
  • Frederic Deguillaume (PhD, 2002)

Projects

Current Projects

  • SNF project: Information-theoretic forensic physical object identification (200021_165672)
  • SNF NRP75 Big Data project
  • ERA project in collaboration with TU Eindhoven and INRIA/IRISA
  • Department of Computer Science: machine learning based object/human recognition and image processing (low-rate compression, quality enhancement), physical object security, Big Data processing
  • Industrial grants in the domain of physical object security and object recognition on mobile phones 

Former projects

  • SNF Professorship projects:
    • Documents and brands protection based on digital data-hiding technologies
    • Stochastic detection of hidden data
  • NCCR IM2 projects:
    • Information-theoretic document authentication and self-recovering based on digital data-hiding 
    • Information-theoretic multimodal signal processing (multimodal identification and authentication)
  • CTI projects:
    • CRYMEDA-SA CTI project on Crystal marking based encryption and document authentication security architecture for brand protection 
    • Protection of physical objects against counterfeting
  • EU projects:
    • SIMILAR: Network of Excellence 
    • ECRYPT: Network of Excellence
    • CERTIMARK: EU project on Certification of watermarking techniques
  • International projects  
    • Swiss-Polish research project
    • Collaboration project between Princeton University (Prof. E. Abbe) and University of Geneva (Prof. S. Voloshynovskiy)
  • Industrial projects:
    • CRADA: industrial project with U-nica Systems
    • CRADA: industrial project with Anteleon Imaging
    • CRADA: industrial project with Digital Copyright Technologies (DCT) 

Miscellaneous

Awards

  • 2007: Awarded extended SNF Professorship grant for the career development.
  • 2003: Awarded SNF Professorship grant
  • 2002: The best paper award of ITG 2002 for the paper of Year 2001
  • 1998: The Best Young Author Paper "Adaptive Aperture Formation Matched with Radiometry Image Spatial Spectrum" (in co-authorship with T. Holotyak) on XII IEEE International Conference on Microwaves & Radar, MIKON'98, Krakow, Poland, May 20-22
  • 1996: The Young Scientists award for participation in XXV General Assembly of the International Union of Radio Science