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The practice of detecting potential cosmic rays using CMOs cameras: hardware and algorithms
T Hachaj, M Piekarczyk - Sensors, 2023 - mdpi.com
In this paper, we discuss a practice of potential cosmic ray detection using off-the-shelves
CMOS cameras. We discuss and presents the limitations of up-to-date hardware and …
CMOS cameras. We discuss and presents the limitations of up-to-date hardware and …
MTF measurement by slanted-edge method based on improved Zernike moments
S Zhang, F Wang, X Wu, K Gao - Sensors, 2023 - mdpi.com
The modulation transfer function (MTF) is an important parameter for performance
evaluation of optical imaging systems in photogrammetry and remote sensing; the slanted …
evaluation of optical imaging systems in photogrammetry and remote sensing; the slanted …
Differentiating signal from artefacts in cosmic ray detection: Applying Siamese spiking neural networks to CREDO experimental data
Abstract The Cosmic Ray Extremely Distributed Observatory (CREDO) is an international
research consortium aimed at observing high energy cosmic ray particles. The associated …
research consortium aimed at observing high energy cosmic ray particles. The associated …
Fast training data generation for machine learning analysis of cosmic ray showers
Applying Machine Learning (ML) methods for the analysis of muon lateral distributions in
Extensive Air Showers detected by citizen science projects, while taking into account the …
Extensive Air Showers detected by citizen science projects, while taking into account the …
Searching of Potentially Anomalous Signals in Cosmic-Ray Particle Tracks Images Using Rough k-Means Clustering Combined with Eigendecomposition-Derived …
Our work presents the application of the rough sets method in the field of astrophysics for the
analysis of observational data recorded by the Cosmic Ray Extremely Distributed …
analysis of observational data recorded by the Cosmic Ray Extremely Distributed …
On the Search for Potentially Anomalous Traces of Cosmic Ray Particles in Images Acquired by Cmos Detectors for a Continuous Stream of Emerging Observational …
M Piekarczyk, T Hachaj - Sensors, 2024 - mdpi.com
In this paper we propose the method for detecting potential anomalous cosmic ray particle
tracks in big data image dataset acquired by Complementary Metal-Oxide-Semiconductors …
tracks in big data image dataset acquired by Complementary Metal-Oxide-Semiconductors …
Machine Learning Methods Used in the Automatic System for Teaching Human Motions–Key Aspects of CNN, HMM, and Minimum Distance Algorithms
K Wójcik - IEEE Access, 2024 - ieeexplore.ieee.org
The article describes problems related to the construction of an automatic system for
teaching human motor activities. Teaching these activities in rehabilitation, sports, and …
teaching human motor activities. Teaching these activities in rehabilitation, sports, and …
MRNG: Accessing Cosmic Radiation as an Entropy Source for a Non-Deterministic Random Number Generator
S Kutschera, W Slany, P Ratschiller, S Gursch… - Entropy, 2023 - mdpi.com
Privacy and security require not only strong algorithms but also reliable and readily
available sources of randomness. To tackle this problem, one of the causes of single-event …
available sources of randomness. To tackle this problem, one of the causes of single-event …
A New Method of Simulation of Cosmic-ray Ensembles Initiated by Synchrotron Radiation
O Sushchov, P Homola, M Piekarczyk, O Ruimi… - Symmetry, 2022 - mdpi.com
Cosmic rays interact with fields and background radiation as they propagate in space,
producing particle cascades of various sizes, shapes and constituents. The potential …
producing particle cascades of various sizes, shapes and constituents. The potential …
Determination of spherical coordinates of sampled cosmic ray flux distribution using Principal Components Analysis and deep Encoder-Decoder network
In this paper we propose a novel algorithm based on the use of Principal Components
Analysis for the determination of spherical coordinates of sampled cosmic ray flux …
Analysis for the determination of spherical coordinates of sampled cosmic ray flux …