Search Results - "Kratochvila, Lukas"

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  1. 1

    Visual Diagnosis of the Varroa Destructor Parasitic Mite in Honeybees Using Object Detector Techniques by Bilik, Simon, Kratochvila, Lukas, Ligocki, Adam, Bostik, Ondrej, Zemcik, Tomas, Hybl, Matous, Horak, Karel, Zalud, Ludek

    Published in Sensors (Basel, Switzerland) (14-04-2021)
    “…The mite is one of the most dangerous Honey Bee ( ) parasites worldwide and the bee colonies have to be regularly monitored in order to control its spread. In…”
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    Journal Article
  2. 2

    Semi-supervised deep learning approach to break common CAPTCHAs by Bostik, Ondrej, Horak, Karel, Kratochvila, Lukas, Zemcik, Tomas, Bilik, Simon

    Published in Neural computing & applications (01-10-2021)
    “…Manual data annotation is a time consuming activity. A novel strategy for automatic training of the CAPTCHA breaking system with no manual dataset creation is…”
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    Journal Article
  3. 3

    Machine learning and computer vision techniques in continuous beehive monitoring applications: A survey by Bilik, Simon, Zemcik, Tomas, Kratochvila, Lukas, Ricanek, Dominik, Richter, Miloslav, Zambanini, Sebastian, Horak, Karel

    Published in Computers and electronics in agriculture (01-02-2024)
    “…The wide use and availability of machine learning and computer vision techniques allows developing relatively complex monitoring systems in multiple domains…”
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    Journal Article
  4. 4

    Point cloud obstacle detection with the map filtration by Kratochvila, Lukas

    Published 11-04-2024
    “…Proceedings I of the 29 th Conference STUDENT EEICT 2023 455-459; ISBN 978-80-214-6153-6 Obstacle detection is one of the basic tasks of a robot movement in an…”
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    Journal Article
  5. 5

    Multi-Unit Floor Plan Recognition and Reconstruction Using Improved Semantic Segmentation of Raster-Wise Floor Plans by Kratochvila, Lukas, de Jong, Gijs, Arkesteijn, Monique, Bilik, Simon, Zemcik, Tomas, Horak, Karel, Rellermeyer, Jan S

    Published 02-08-2024
    “…Digital twins have a major potential to form a significant part of urban management in emergency planning, as they allow more efficient designing of the escape…”
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    Journal Article
  6. 6

    Machine Learning and Computer Vision Techniques in Continuous Beehive Monitoring Applications: A survey by Bilik, Simon, Zemcik, Tomas, Kratochvila, Lukas, Ricanek, Dominik, Richter, Milos, Zambanini, Sebastian, Horak, Karel

    Published 29-07-2022
    “…Wide use and availability of the machine learning and computer vision techniques allows development of relatively complex monitoring systems in many domains…”
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    Journal Article
  7. 7

    Visual diagnosis of the Varroa destructor parasitic mite in honeybees using object detector techniques by Bilik, Simon, Kratochvila, Lukas, Ligocki, Adam, Bostik, Ondrej, Zemcik, Tomas, Hybl, Matous, Horak, Karel, Zalud, Ludek

    Published 26-02-2021
    “…Sensors, 21-8 (2021), 2764-2780 The Varroa destructor mite is one of the most dangerous Honey Bee (Apis mellifera) parasites worldwide and the bee colonies…”
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    Journal Article