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Št. zadetkov: 2
ǂA ǂreview of machine learning and deep learning for object detection, semantic segmentation, and human action recognition in machine and robotic vision
Nikoleta Manakitsa, George S. Maraslidis, Lazaros Moysis, George F. Fragulis
Pregledni znanstveni članek
Oznake: machine vision;computer vision;image processing;object detection;object segmentation;pattern recognition;artificial intelligence;machine learning;deep learning;robotics;mechatronics;
Machine vision, an interdisciplinary field that aims to replicate human visual perception in computers, has experienced rapid progress and significant contributions. This paper traces the origins of machine vision, from early image processing algorithms to its convergence with computer science, math ...
Leto: 2024 Vir: Repozitorij Univerze v Novi Gorici (RUNG)
ǂA ǂcomprehensive analysis of machine learning algorithms for noisy image classification in astronomy
George Ntolkeras, Lazaros Moysis, Marcin Lawnik, George S. Maraslidis, Alexandra Choumpaev, Nikoleta Manakitsa, Dimitrios Asimopoulos, George F. Fragulis
Objavljeni znanstveni prispevek na konferenci
Oznake: machine learning;astronomy;image classification;
In this research, a systematic review of machine learning methods for noisy image classification in astronomy is provided. It is aimed at reviewing the developments and issues with different types of machine learning algorithms including supervised and unsupervised ones. This work also offers a deta ...
Leto: 2026 Vir: Repozitorij Univerze v Novi Gorici (RUNG)
Št. zadetkov: 2
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