Vysoké učení technické v Brně, FEKT

Jste zde

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


 

2018 Visiting researcher in Computer Vision Lab at Technische Universität Wien.
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 Artificial Intelligence | Machine Learning | Computer Vision

Selected Publications
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Deep Learning Concepts and Datasets for Image Recognition: Overview 2019.  
Horak, K., Sablatnig, R.
[PDF | BibTeX | SPIE ]
 

   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)

Qualification & Membership
 
 
 
 
 
 
 
 
 

2020 International Program Committee member of the 21st IFAC World Congress in Berlin
2020 Technical Committee member of the International Conference on Digital Image Processing
2019 Technical Committee member of the International Conference on Digital Image Processing
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 MSc., master degree in cybernetics, control and measurement from BUT


Ústav automatizace a měřicí techniky, Vysoké učení technické v Brně Technická 3082/12616 00  BrnoČeská Republika IČO: 00216305, tel.: +420 5 4114-6411