Vysoké učení technické v Brně, FEKT

Jste zde

Ing. Karel Horák, Ph.D.

Obrázek uživatele Ing. Karel Horák, Ph.D.
Jméno: Ing. Karel Horák, Ph.D.
E-mail:
horak@feec.vutbr.cz
Osobní číslo VUT:
12035
Pracovna:
SD3.106
Telefon:
+420541146417
Position
 
 
2011 Head of the Computer Vision Group in the Department of Control and Instrumentation (DCI).
2008 Assistant Professor in the DCI.
2004 Ph.D. student in the DCI.

Profiles      

Research Computer Vision, Image Processing, Machine Learning.

Selected Publications
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   Classification of SURF Image Features by Selected Machine Learning Algorithms.  
Horak, K., Klecka, J., Bostik, O., Davidek, D.
[PDF | BibTeX | IEEExplore ]
 

Fusion of 3D Model and Uncalibrated Stereo Reconstruction.
Klecka, J., Horak, K.
[PDF | BibTeX | Scopus ]
 

Classification of Segregation Level in Steel Wires by Image Processing.
Horak, K.
[PDF | BibTeX | Scopus ]
 

Image Processing on Raspberry Pi for Mobile Robotics.
Horak, K., Zalud, L.
[PDF | BibTeX | IJSPS webpage ]
 

Detection of Symmetric Features in Images.
Horak, K.
[PDF | BibTeX | Scopus ]
 

Fatigue Features Based on Eye Tracking for Driver Inattention System.
Horak, K.
[PDF | BibTeX | Scopus ]
 

On Vehicle Data Acquisition System.
Kucera, P., Hyncica, O., Honzik, P., Pavlata, K., Horak, K.
[PDF | BibTeX | Scopus ]
 

Image Acquisition and Processing for Monitoring Driver Vigilance.
Horak, K., Kalova, I.
[PDF | BibTeX | Scopus ]
 

Eyes Detection and Tracking for Monitoring Driver Vigilance.
Horak, K., Kalova, I.
[PDF | BibTeX | Scopus ]
 

Human Eyes Localization for Driver Inattention Monitoring System.
Horak, K., Richter, M., Kalova, I.
[PDF | BibTeX | Scopus ]
 

Automated Flaws Detection on Bottles in Food Industry.
Horak, K., Richter, M., Kalova, I.
[PDF | BibTeX | Scopus ]
 

 


Teaching
 
 
 
 
 
 
 
 
Processing of Multidimensional Signals (lectures, computer exercises: regularly)
Computer Vision (lectures, laboratories: regularly)
Recognition (lectures, computer exercises: regularly)
Machine Learning (lectures, computer exercises: regularly)
Practical robotics and computer vision (lectures: regularly)
Bachelor, master and doctoral thesis (regularly)
University of the Third Age at BUT (regularly)
Lectures at summer schools (occasionally)
Consultations

Qualification & Membership
 
 
 
 
 
2017 Technical Programme Committee member of the International Conference on Telecommunications and Signal Processing
2016 Technical Programme Committee member of the International Conference on Telecommunications and Signal Processing
2016 Technical Committee member of the International Conference on Mechatronics Engineering and Automation
2015 Technical Committee member of the International Conference on Frontiers of Signal Processing
2011 Scientific Programme Committee member of the International Conference on Telecommunications and Signal Processing
2007 Ph.D., doctoral degree in cybernetics, control and measurement from BUT
2004 Ing. (analogy to MSc.), master degree in cybernetics, control and measurement from BUT

Projects
 
 
 
 
 
 
Centre for Applied Cybernetics 3 (investigator, the Technology Agency of the Czech Republic), WP Camera devices and image analysis methods...
Multimedia Interactive Didactic System (principal investigator, The Education for Competitiveness Operational Programme of EU).
Inspection of abrading of crane's wheels (principal investigator, contractual research with JAKAPE Ltd.).
Software for evaluation of steel segregation (principal investigator, contractual research with M&M research Ltd.)
Safety of automotive transportation (investigator, the Grant Agency of the Czech Republic).
The research of new control methods, measurement procedures and intelligent instruments in automation (investigator, Internal agency at Brno University of Technology).

Conferences & Events
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

2017 European Machine Vision Forum, Vienna (Austria).
2017 International Conference on Telecommunications and Signal Processing, Barcelona (Spain).
2016 International Conference on Telecommunications and Signal Processing, Vienna (Austria).
2016 International Conference on Mechatronics Engineering and Automation, Dubai (United Arab Emirates).
2015 International Conference on Frontiers of Signal Processing, Barcelona (Spain).
2015 Conference on Intelligent Traffic, Prague (Czech Republic).
2015 Technical Computing Prague, Prague (Czech Republic).
2015 International Workshop on Computer Vision, Bratislava (Slovak Republic).
2015 International Conference on Telecommunications and Signal Processing, Prague (Czech Republic).
2014 Technical Computing Bratislava, Bratislava (Slovak Republic).
2014 International Workshop on LowCost3D - Sensors, Algorithms and Applications, Berlin (Germany).
2014 Vision - International Trade Fair, Stuttgart (Germany).
2014 International Workshop on Parallel Computing in Matlab, Prague (Czech Republic).
2014 International Workshop on Signal Processing and Communications Systems, Prague (Czech Republic).
2014 International Conference on Telecommunications and Signal Processing, Berlin (Germany).
2014 Czech Business Delegation to Israel - Technology Mission, Tel Aviv (Israel).
2014 Workshop on Computer Vision, Prague (Czech Republic).
2013 Technical Computing Prague, Prague (Czech Republic).
2013 Workshop on Signal Processing in Matlab, Prague (Czech Republic).
2013 International Conference on Telecommunications and Signal Processing, Rome (Italy).
2012 International Conference on Soft Computing, Brno (Czech Republic).
2012 Vision - International Trade Fair, Stuttgart (Germany).
2011 International Conference on Telecommunications and Signal Processing, Budapest (Hungary).
2011 Vision - International Trade Fair, Stuttgart (Germany).
2011 International Conference on Soft Computing, Brno (Czech Republic).
2010 International Conference on Telecommunications and Signal Processing, Baden (Austria).
2010 Vision - International Trade Fair, Stuttgart (Germany).
2010 International Conference on Soft Computing, Brno (Czech Republic).
2009 DAAAM International Symposium, Vienna (Austria).DAAAM International Symposium, Vienna (Austria).
2009 Technical Computing Prague, Prague (Czech Republic).
2009 International Conference on Soft Computing, Brno (Czech Republic).
2009 International Workshop on Automation and Control, Kosice (Slovak Republic).
2008 DAAAM International Symposium, Trnava (Slovak Republic).
2007 International Workshop on Automation and Control, Kosice (Slovak Republic).
2006 International Symposium on Computational Modeling of Objects Represented in Images, Coimbra (Portugal)
2005 International Conference of PhD Students, Miskolc (Hungary).Miskolc (Hungary).


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