Publications

• 2024

  BILÍK, Š.; JANÁKOVÁ, I.; LIGOCKI, A.; FICEK, D.; HORÁK, K. Computer Vision Approaches for Automated Bee Counting Application. In 18th IFAC Conference on Programmable Devices and Embedded Systems PDES 2024. IFAC-PapersOnLine (ELSEVIER). Brno, CZ: Brno University of Technology, 2024. p. 43-48. ISSN: 2405-8963.
  Detail | WWW

  BILÍK, Š.; ZEMČÍK, T.; KRATOCHVÍLA, L.; ŘIČÁNEK, D.; RICHTER, M.; ZAMBANINI, S.; HORÁK, K. Machine learning and computer vision techniques in continuous beehive monitoring applications: A survey. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2024, vol. 217, no. únor 2024, p. 1-18. ISSN: 1872-7107.
  Detail | WWW

  DUMA, Z.; ZEMČÍK, T.; BILÍK, Š.; SIHVONEN, T.; HONEC, P.; REINIKAINEN, S.; HORÁK, K. Varroa destructor detection on honey bees using hyperspectral imagery. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2024, vol. 224, no. září 2024, ISSN: 1872-7107.
  Detail | WWW

• 2023

  BILÍK, Š.; LAGIŇ, J. Structure Analysis of the FRP Rebar Using Computer Vision Techniques. Proceedings I of the 29th Student EEICT 2023 General papers. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 404-409. ISBN: 978-80-214-6153-6.
  Detail | WWW

  NEVLÁČIL, J.; BILÍK, Š.; HORÁK, K. Raspberry Pi Bee Health Monitoring Device. Proceedings I of the 29th Student EEICT 2023. Brno: Vysoké učení Technické, Fakulta elektrotechniky a komunikačních technologií, 2023. p. 226-230. ISBN: 978-80-214-6153-6.
  Detail | WWW

  BILÍK, Š.; BAKTRAKHANOV, D.; EEROLA, T.; HARAGUCHI, L.; KRAFT, K.; VAN DEN WYNGAERT, S.; KANGAS, J.; SJÖQVIST, C.; MADSEN, K.; LENSU, L.; KÄLVIÄINEN, H.; HORÁK, K. Towards Phytoplankton Parasite Detection Using Autoencoders. Machine Vision and Applications, 2023, vol. 34, no. 6, p. 1-18. ISSN: 1432-1769.
  Detail | WWW | Full text in the Digital Library

• 2022

  BILÍK, Š.; HORÁK, K. SIFT and SURF based feature extraction for the anomaly detection. In Proceedings I of the 28 th Conference STUDENT EEICT 2022 General Papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 459-464. ISBN: 978-80-214-6029-4.
  Detail | WWW

• 2021

  BILÍK, Š. Feature space reduction as data preprocessing for the anomaly detection. Proceedings I of the 27th Conference STUDENT EEICT 2021. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2021. p. 415-419. ISBN: 978-80-214-5942-7.
  Detail | WWW

  BILÍK, Š.; KRATOCHVÍLA, L.; LIGOCKI, A.; BOŠTÍK, O.; ZEMČÍK, T.; HÝBL, M.; HORÁK, K.; ŽALUD, L. Visual Diagnosis of the Varroa Destructor Parasitic Mite in Honeybees Using Object Detector Techniques. SENSORS, 2021, vol. 21, no. 8, p. 2764-2780. ISSN: 1424-8220.
  Detail | WWW | Full text in the Digital Library

  BOŠTÍK, O.; HORÁK, K.; KRATOCHVÍLA, L.; ZEMČÍK, T.; BILÍK, Š. Semi-supervised deep learning approach to break common CAPTCHAs. NEURAL COMPUTING & APPLICATIONS, 2021, vol. 33, no. 20, p. 13333-13343. ISSN: 0941-0643.
  Detail | WWW | Full text in the Digital Library

  ZEMČÍK, T.; KRATOCHVÍLA, L.; BILÍK, Š.; BOŠTÍK, O.; ZEMČÍK, P.; HORÁK, K. Performance Evaluation of CNN Based Pedestrian and Cyclist Detectors On Degraded Images. International Journal of Image Processing, 2021, vol. 15, no. 1, p. 1-13. ISSN: 1985-2304.
  Detail | WWW | Full text in the Digital Library

• 2020

  BILÍK, Š. HONEY BEE (APIS MELLIFERA) COLONY MONITORING METHODS WITH A POTENTIAL APPLICATION OF THE MACHINE INTELLIGENCE METHODS. Proceedings I of the 26th Conference STUDENT EEICT 2020. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2020. p. 351-355. ISBN: 978-80-214-5867-3.
  Detail | WWW

• 2019

  BILÍK, Š. IMPACT HAMMER CALIBRATION. Proceedings of the 25nd Conference STUDENT EEICT 2019. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2019. p. 300-303. ISBN: 978-80-214-5735-5.
  Detail

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