Simon Bilik

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Computer Vision

Anomaly Detection

Health Monitoring

Data Preprocessing

Top Venues

Comput. Electron. Agric.

Neural Comput. Appl.

Publications

Simon Bilik, Tomás Zemcík, Lukas Kratochvila, Dominik Ricanek, Miloslav Richter, Sebastian Zambanini, Karel Horák
Machine learning and computer vision techniques in continuous beehive monitoring applications: A survey. Comput. Electron. Agric. 217 (2024)
Zina-Sabrina Duma, Tomás Zemcík, Simon Bilik, Tuomas Sihvonen, Peter Honec, Satu-Pia Reinikainen, Karel Horák
Varroa destructor detection on honey bees using hyperspectral imagery. Comput. Electron. Agric. 224 (2024)
Simon Bilik, Ilona Janakova, Adam Ligocki, Dominik Ficek, Karel Horák
Computer Vision Approaches for Automated Bee Counting Application. CoRR (2024)
Zina-Sabrina Duma, Tomás Zemcík, Simon Bilik, Tuomas Sihvonen, Peter Honec, Satu-Pia Reinikainen, Karel Horák
Varroa destructor detection on honey bees using hyperspectral imagery. CoRR (2024)
Simon Bilik, Daniel Batrakhanov, Tuomas Eerola, Lumi Haraguchi, Kaisa Kraft, Silke Van den Wyngaert, Jonna Kangas, Conny Sjöqvist, Karin Madsen, Lasse Lensu, Heikki Kälviäinen, Karel Horák
Toward phytoplankton parasite detection using autoencoders. Mach. Vis. Appl. 34 (6) (2023)
Simon Bilik, Daniel Batrakhanov, Tuomas Eerola, Lumi Haraguchi, Kaisa Kraft, Silke Van den Wyngaert, Jonna Kangas, Conny Sjöqvist, Karin Madsen, Lasse Lensu, Heikki Kälviäinen, Karel Horák
Towards Phytoplankton Parasite Detection Using Autoencoders. CoRR (2023)
Juraj Lagin, Simon Bilik
Structure Analysis of the FRP Rebar Using Computer Vision Techniques. CoRR (2023)
Jakub Nevlacil, Simon Bilik, Karel Horák
Raspberry Pi Bee Health Monitoring Device. CoRR (2023)
Simon Bilik, Ondrej Bostik, Lukas Kratochvila, Adam Ligocki, Matej Poncak, Tomás Zemcík, Milos Richter, Ilona Janakova, Petr Honec, Karel Horák
Machine Learning and Computer Vision Techniques in Bee Monitoring Applications. CoRR (2022)
Simon Bilik, Karel Horák
SIFT and SURF based feature extraction for the anomaly detection. CoRR (2022)
Simon Bilik, Karel Horák
Feature space reduction as data preprocessing for the anomaly detection. CoRR (2022)
Simon Bilik, Lukas Kratochvila, Adam Ligocki, Ondrej Bostik, Tomás Zemcík, Matous Hybl, Karel Horák, Ludek Zalud
Visual Diagnosis of the Varroa Destructor Parasitic Mite in Honeybees Using Object Detector Techniques. Sensors 21 (8) (2021)
Ondrej Bostik, Karel Horák, Lukas Kratochvila, Tomás Zemcík, Simon Bilik
Semi-supervised deep learning approach to break common CAPTCHAs. Neural Comput. Appl. 33 (20) (2021)
Simon Bilik, Lukas Kratochvila, Adam Ligocki, Ondrej Bostik, Tomás Zemcík, Matous Hybl, Karel Horák, Ludek Zalud
Visual diagnosis of the Varroa destructor parasitic mite in honeybees using object detector techniques. CoRR (2021)