ESR & ER
Karoly Bakos
Land of origin: Hungary

Curriculum vitae

Personal page: link to the personal page

Appointment path:
  • 1 February 2008 - 1 February 2010: University of Pavia, UNIPV, Italy
  • 1 February 2010 - 1 February 2011: University of Warsava, Poland
  • 1 February 2011 - 1 November 2011: Additional work UNIPV
Research title:
Vegetation monitoring using hyperspectral data and advanced processing techniques

Research proposal:
full text

Supervisors:
  • Prof. dr. Paolo Gamba (UNIPV)
  • Prof. dr. Bogdan Zagajewskij (WURSEL)
Career development plan: Realised training components:
  • First HYPER-I-NET School on Hyperspectral Imaging, Cáceres, Spain, 29-31October 2007 (1.0 ECTS)
  • Second HYPER-I-NET Summer School on Earth Science and Applications using Imaging Spectroscopy, Wageningen, the Netherlands, 15-19 September 2008 (1.5 ECTS)
  • Hyper-I-Net E-learning courses
Realised publications:
  • K.Bakos, “Hyperspectral data interpretation and image processing chain development perspectives for vegetation studies”, Hungarian Journal of Landscape ecology, 2008.
  • K.Bakos, P. Gamba, “Application of hyperspectral data in vegetation studies”, Hungarian Journal of Landscape ecology, 2008.
  • K. Bakos, P. Gamba, “Potential of hyperspectral remote sensing for vegetation mapping of high mountain ecosystems”, EarSel 6th IS workshop, Tel Aviv Israel, March 2009.
  • K.Bakos, P.Gamba, “A data interpretation chain for hyperspectral remote sensing data aimed at basic vegetation mapping applications”, IEEE GRSS IGARSS 2009 conference, Cape Town, South Africa, July 2009.
  • P. Gamba, F. Dell’Acqua, K. Bakos, G. Lisini, “Information Extraction from Hyperspectral Data in Urban Areas using Contextual Information and Classifier Fusion”, Proc. of the ESA Hyperspectral Workshop, Frascati (Italy), March 2010, CD-ROM.
  • K. Bakos, P. Gamba, B. Zagajewsky, “Combining classifiers for robust hyperspectral mapping using hierarchical trees and class memberships”, Proc. of IGARSS’10, Honolulu, Hawaii, July 2010.
  • K. Bakos and P. Gamba, “Efficient Combination of Multiple Hyperspectral Data Processing Chains using Binary Decision Trees”, Proc. of WHISPERS 2010, Reykjavik, Iceland, June 2010.
  • K.L. Bakos P. Gamba, “Hierarchical Hybrid Decision Tree Fusion of Multiple Hyperspectral Data Processing Chains”, IEEE Trans. Geosci. Remote Sens., in press
  • P. Gamba, G. Lisini, G. Trianni, K. Bakos, ”Material and Object Mapping from Multispectral and Hyperspectral Data in Urban Areas”, Proc. First International Conference on Sustainable Urbanization (ICSU), 2010
  • S. Prasad (editor), K.L. Bakos, P.R. Marpu, P. Gamba, “Optical Remote Sensing - Advances in Signal Processing and Exploitation Techniques”, book chapter 9 “Decision fusion of multiple classifiers for vegetation mapping and monitoring applications by means of hyperspectral data”, Springer (in press)
Realised technical documents:
  • P. Gamba, K. Bakos, 2009. Processing chain definition report. Hyper-i-net technical report D4.1, 89 pp.
  • P. Gamba, K. Bakos, B. Waske, A.J. Plaza, 2009. Processing chain implementation report. Hyper-i-net technical report D4.2, 23 pp.
  • P. Marpu, K. Bakos, P. Gamba, 2009. 3rd HYPER-I-NET Summer School, "Hyperspectral data: from images to information", Pavia, Italy, September 8-11, 2009, Hyper-i-net technical report D7.3.
  • K. Bakos, Y. Tarabalka, A. Villa, P. Marpu, P.Gamba, A.J. Plaza, J. Chanussot, J.M. Bioucas-Dias, J.A. Benediktsson, 2010. Processing chain optimization report. Hyper-i-net technical report D4.3, 72 pp.
Contact Address:
Karoly Bakos

University of Warsaw
Faculty of Geography and Regional Studies
Department of Geoinformatics and Remote Sensing
Remote Sensing of Environment Laboratory (WURSEL)
ul. Krakowskie Przedmiescie 30
00-927 Warszawa, Poland
Phone (+48) 225521507
Fax (+48) 225521521

Remote Sensing and Telecommunication Laboratory - University of Pavia
Department of Electronics
27100 Pavia - ITALY
Tel: +39 0382 385737
Fax: +39 0382 385737
e-mail: karoly.bakos AT hyperinet.eu