Simon Bilik

According to our database, Simon Bilik authored at least 14 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Detekce anomálií při vizuální inspekci v průmyslových a biologických datech ; Anomaly detection for the visual inspection of industrial and biological data.

Simon Bilik

PhD thesis, 2024

Multi-Unit Floor Plan Recognition and Reconstruction Using Improved Semantic Segmentation of Raster-Wise Floor Plans.

Lukas Kratochvila, Gijs de Jong, Monique Arkesteijn, Simon Bilik, Tomás Zemcík, Karel Horák, Jan S. Rellermeyer

CoRR, 2024

Computer Vision Approaches for Automated Bee Counting Application.

Simon Bilik, Ilona Janakova, Adam Ligocki, Dominik Ficek, Karel Horák

CoRR, 2024

Varroa destructor detection on honey bees using hyperspectral imagery.

Zina-Sabrina Duma, Tomás Zemcík, Simon Bilik, Tuomas Sihvonen, Peter Honec, Satu-Pia Reinikainen, Karel Horák

Comput. Electron. Agric., 2024

Machine learning and computer vision techniques in continuous beehive monitoring applications: A survey.

Simon Bilik, Tomás Zemcík, Lukas Kratochvila, Dominik Ricanek, Miloslav Richter, Sebastian Zambanini, Karel Horák

Comput. Electron. Agric., 2024

2023

Toward phytoplankton parasite detection using autoencoders.

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

Mach. Vis. Appl., November, 2023

Raspberry Pi Bee Health Monitoring Device.

Jakub Nevlacil, Simon Bilik, Karel Horák

CoRR, 2023

Structure Analysis of the FRP Rebar Using Computer Vision Techniques.

Juraj Lagin, Simon Bilik

CoRR, 2023

Towards Phytoplankton Parasite Detection Using Autoencoders.

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

CoRR, 2023

2022

Machine Learning and Computer Vision Techniques in Bee Monitoring Applications.

Simon Bilik, Ondrej Bostik, Lukas Kratochvila, Adam Ligocki, Matej Poncak, Tomás Zemcík, Milos Richter, Ilona Janakova, Petr Honec, Karel Horák

CoRR, 2022

SIFT and SURF based feature extraction for the anomaly detection.

Simon Bilik, Karel Horák

CoRR, 2022

Feature space reduction as data preprocessing for the anomaly detection.

Simon Bilik, Karel Horák

CoRR, 2022

2021

Visual Diagnosis of the Varroa Destructor Parasitic Mite in Honeybees Using Object Detector Techniques.

Simon Bilik, Lukas Kratochvila, Adam Ligocki, Ondrej Bostik, Tomás Zemcík, Matous Hybl, Karel Horák, Ludek Zalud

Sensors, 2021

Semi-supervised deep learning approach to break common CAPTCHAs.

Ondrej Bostik, Karel Horák, Lukas Kratochvila, Tomás Zemcík, Simon Bilik

Neural Comput. Appl., 2021