Zobrazeno 1 - 10
of 62
pro vyhledávání: '"Marcin Iwanowski"'
Publikováno v:
Applied Sciences, Vol 14, Iss 16, p 6995 (2024)
Network traffic classification models, an essential part of intrusion detection systems, need to be as simple as possible due to the high speed of network transmission. One of the fastest approaches is based on decision trees, where the classificatio
Externí odkaz:
https://doaj.org/article/240f0f9b235949c9832810ad78a8a8dc
Autor:
Mateusz Bartosiewicz, Marcin Iwanowski
Publikováno v:
Information, Vol 15, Iss 8, p 504 (2024)
Image captioning aims at generating meaningful verbal descriptions of a digital image. This domain is rapidly growing due to the enormous increase in available computational resources. The most advanced methods are, however, resource-demanding. In ou
Externí odkaz:
https://doaj.org/article/0254818f63214ad1980c9a32fd3cb29e
Publikováno v:
Computer Vision and Graphics ISBN: 9783031220241
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e51fa0f9b100ed9156e032558b1cb709
https://doi.org/10.1007/978-3-031-22025-8_9
https://doi.org/10.1007/978-3-031-22025-8_9
Publikováno v:
Progress in Image Processing, Pattern Recognition and Communication Systems ISBN: 9783030815226
CORES/IP&C/ACS
CORES/IP&C/ACS
In the paper, decision trees and Bayes classifiers are applied to detect malware traffic in computer networks and compared with the state-of-the-art convolutional neural network reference model. The experiments have been conducted using the known UST
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::53922e68a31ccc077a0f0779d81ba8aa
https://doi.org/10.1007/978-3-030-81523-3_20
https://doi.org/10.1007/978-3-030-81523-3_20
Publikováno v:
Electronics, Vol 10, Iss 2042, p 2042 (2021)
The enormous growth of services and data transmitted over the internet, the bloodstream of modern civilization, has caused a remarkable increase in cyber attack threats. This fact has forced the development of methods of preventing attacks. Among the
Autor:
Mateusz Bartosiewicz, Marcin Iwanowski
Publikováno v:
FUZZ-IEEE
Describing the content based on bounding boxes of objects located within the image has recently gained popularity thanks to the fast development of object detection algorithms based on deep learning. Such description, however, does not contain any in
Autor:
Maciej Bany, Maciej Zalewski, Mateusz Ostrowski, Marcin Iwanowski, Mateusz Bartosiewicz, Anna Konieczna, Izabela Krupinska
Publikováno v:
HSI
The image captioning task focuses on generating sentences describing the content of a given image. Recently, some end-to-end solutions based on complex deep neural networks were proposed. However, most of them are producing captions in English, which
Autor:
Michal Bogacz, Marcin Iwanowski
Publikováno v:
HSI
Neural style transfer aims at transforming the artistic style of a painting into a photograph. The classic methods are based on the one-to-one principle, where stylization is performed based on a single style image. In the paper, an approach is propo
Autor:
Marcin Grzabka, Marcin Iwanowski
Publikováno v:
CSRN.
The paper describes a method for measuring the similarity and symmetry of an image annotated with bounding boxes indicating image objects. The latter representation became popular recently due to the rapid development of fast and efficient deep-learn
Autor:
Marcin Iwanowski
Publikováno v:
Computer Vision and Graphics ISBN: 9783030590055
ICCVG
ICCVG
In the paper, a method of edge-preserving processing of color images, called LPMPR (Low-Pass filter with Morphologically Processed Residuals), is proposed. It combines linear low-pass filtering with non-linear techniques, that allow for selecting mea
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::61621711c39faedc7314425eb51dd153
https://doi.org/10.1007/978-3-030-59006-2_6
https://doi.org/10.1007/978-3-030-59006-2_6