Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Tomislav Kartalov"'
Data Science and Machine Learning Teaching Practices with Focus on Vocational Education and Training
Autor:
Gorjan Nadzinski, Branislav Gerazov, Stefan Zlatinov, Tomislav Kartalov, Marija Markovska Dimitrovska, Hristijan Gjoreski, Risto Chavdarov, Zivko Kokolanski, Igor Atanasov, Jelena Horstmann, Uros Sterle, Matjaz Gams
Publikováno v:
Informatics in Education, Vol 22, Iss 4, Pp 671-690 (2023)
With the development of technology allowing for a rapid expansion of data science and machine learning in our everyday lives, a significant gap is forming in the global job market where the demand for qualified workers in these fields cannot be prope
Externí odkaz:
https://doaj.org/article/0cc7205b58814c32bd84f4755c90bf82
Autor:
Nikolaj Apostolovski, Naum Trajanovski, Marko Chavdar, Tomislav Kartalov, Branislav Gerazov, Zoran Ivanovski
Publikováno v:
Complex Systems: Spanning Control and Computational Cybernetics: Applications ISBN: 9783031009778
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4ba929c6442b31cecf8518a075738c65
https://doi.org/10.1007/978-3-031-00978-5_15
https://doi.org/10.1007/978-3-031-00978-5_15
Publikováno v:
2020 28th Telecommunications Forum (TELFOR).
Intelligent Traffic Surveillance systems have helped improve road safety through ensuring timely response to events such as traffic accidents and congestion. Our aim is to devise a robust system capable of traffic audio events detection in a real-lif
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8e095bff8e8d91d6199b7757862a1bb6
https://doi.org/10.1109/telfor51502.2020.9306592
https://doi.org/10.1109/telfor51502.2020.9306592
Publikováno v:
EUROCON
In this paper, a new approach for automated perceptual quality evaluation for pyramid-based exposure fusion is presented. A machine learning method, using neural network training is used. The obtained results are verified using both established objec
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fbcb6c5a5d7022948606d9301aa07ce3
https://doi.org/10.1109/eurocon.2019.8861987
https://doi.org/10.1109/eurocon.2019.8861987
Autor:
Vesna Andova, Maja Celeska Krstevska, Aleksandra Krkoleva Mateska, Tomislav Kartalov, Mare Srbinovska
Publikováno v:
International Journal of Reasoning-based Intelligent Systems. 13:204
The air pollution has a significant impact on human's health and global environment. The air quality significantly decreased over the past few years. One of the methods for air pollution reduction ...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1f9448b85b6242b2c97731c9603e3b97
https://doi.org/10.1504/ijris.2021.118643
https://doi.org/10.1504/ijris.2021.118643
Autor:
Tomislav Kartalov, Zoran Ivanovski
Publikováno v:
EUROCON
In this paper, a new approach for high quality automated exposure fusion on mobile or handheld devices is presented. A utilization of the device's viewfinder screen video feed data is proposed, in order to increase the overall performance of the expo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::74a5ff9c90f6e71f405a8299a3367824
https://doi.org/10.1109/eurocon.2017.8011123
https://doi.org/10.1109/eurocon.2017.8011123
Publikováno v:
MMSP
In this paper, we propose a new global motion registration algorithm based on hierarchical motion estimation of a reduced motion vector set, specifically adapted for the properties of the HDR input images, and designed for implementation on handheld
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3f98c7867ae82ed0152a866e62f12285
https://doi.org/10.1109/mmsp.2013.6659312
https://doi.org/10.1109/mmsp.2013.6659312
Publikováno v:
2012 20th Telecommunications Forum (TELFOR).
In this paper, a low cost focus fusion algorithm is proposed. The algorithm is based on Laplacian pyramid decomposition of the input images. The included operations are designed for real time implementation on a hardware platforms with very limited r
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cd0dec3ef7d0df02ea86b741cc3f2c35
https://doi.org/10.1109/telfor.2012.6419295
https://doi.org/10.1109/telfor.2012.6419295
Publikováno v:
ICIP
In this paper, an automated algorithm for fusion of differently exposed images is proposed. The algorithm is based on Gaussian/Laplacian pyramid decomposition of the input images. It includes optimization of the pyramid height for best quality result
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::33a419da4c349874d11f497a0471a43e
https://doi.org/10.1109/icip.2011.6116501
https://doi.org/10.1109/icip.2011.6116501
Publikováno v:
QoMEX
In this paper, a novel no-reference image visual quality metric is proposed based on fusion of statistical and human visual system based metrics using e-Support Vector Regression. Different order polynomial regression was also examined as an approxim
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c8d46dc7b95d67ad9dc6bf35d876bdbe
https://doi.org/10.1109/qomex.2011.6065716
https://doi.org/10.1109/qomex.2011.6065716