Zobrazeno 1 - 10
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pro vyhledávání: '"Wagemans A"'
Deep neural networks perform well in object recognition, but do they perceive objects like humans? This study investigates the Gestalt principle of closure in convolutional neural networks. We propose a protocol to identify closure and conduct experi
Externí odkaz:
http://arxiv.org/abs/2411.00627
Autor:
Strafforello, Ombretta, Odriozola, Gonzalo Muradas, Behrad, Fatemeh, Chen, Li-Wei, Maerten, Anne-Sofie, Soydaner, Derya, Wagemans, Johan
Assessing the aesthetic quality of artistic images presents unique challenges due to the subjective nature of aesthetics and the complex visual characteristics inherent to artworks. Basic data augmentation techniques commonly applied to natural image
Externí odkaz:
http://arxiv.org/abs/2408.14173
The human brain has an inherent ability to fill in gaps to perceive figures as complete wholes, even when parts are missing or fragmented. This phenomenon is known as Closure in psychology, one of the Gestalt laws of perceptual organization, explaini
Externí odkaz:
http://arxiv.org/abs/2408.12460
Autor:
Redies, Christoph, Bartho, Ralf, Koßmann, Lisa, Spehar, Branka, Hübner, Ronald, Wagemans, Johan, Hayn-Leichsenring, Gregor U.
Over the past two decades, researchers in the field of visual aesthetics have studied numerous quantitative (objective) image properties and how they relate to visual aesthetic appreciation. However, results are difficult to compare between research
Externí odkaz:
http://arxiv.org/abs/2408.10616
Autor:
Soydaner, Derya, Wagemans, Johan
Publikováno v:
British Journal of Psychology, 00, 1-35, 2024
The allure of aesthetic appeal in images captivates our senses, yet the underlying intricacies of aesthetic preferences remain elusive. In this study, we pioneer a novel perspective by utilizing several different machine learning (ML) models that foc
Externí odkaz:
http://arxiv.org/abs/2311.14410
Autor:
Ritah Nakayinga, Ibrahim Ntulume, Jeroen Wagemans, Marta Vallino, Reagan Kanaabi, Ali Kajubi, Justus Kwetegyeka
Publikováno v:
BMC Microbiology, Vol 24, Iss 1, Pp 1-14 (2024)
Abstract Background Xanthomonas vasicola pv. musacearum is responsible for the widespread Banana Xanthomonas Wilt in banana cultivation regions across the globe. Biocontrol measures for disease management remain limited amidst increasing antimicrobia
Externí odkaz:
https://doaj.org/article/4ec37c3d031f47cf80c0eb33bbdd6f82
Autor:
Fabian Kunisch, Claudia Campobasso, Jeroen Wagemans, Selma Yildirim, Benjamin K. Chan, Christoph Schaudinn, Rob Lavigne, Paul E. Turner, Michael J. Raschke, Andrej Trampuz, Mercedes Gonzalez Moreno
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-18 (2024)
Abstract Spread of multidrug-resistant Pseudomonas aeruginosa strains threatens to render currently available antibiotics obsolete, with limited prospects for the development of new antibiotics. Lytic bacteriophages, the viruses of bacteria, represen
Externí odkaz:
https://doaj.org/article/23f80ed513314e568dfc449cf74411d2
Autor:
Wagemans, Jan1 jwageman@sckcen.be, Slosse, Nicolas2
Publikováno v:
EPJ Web of Conferences. 10/20/2024, Vol. 308, p1-13. 13p.
Autor:
Soydaner, Derya, Wagemans, Johan
Publikováno v:
IEEE Access, vol. 12, pp. 4716-4729, 2024
As people's aesthetic preferences for images are far from understood, image aesthetic assessment is a challenging artificial intelligence task. The range of factors underlying this task is almost unlimited, but we know that some aesthetic attributes
Externí odkaz:
http://arxiv.org/abs/2305.09373
Autor:
Baixing Chen, Luis Ponce Benavente, Marco Chittò, Virginia Post, Caroline Constant, Stephan Zeiter, Pamela Nylund, Matteo D’Este, Mercedes González Moreno, Andrej Trampuz, Jeroen Wagemans, Rob Lavigne, Jolien Onsea, R. Geoff Richards, Willem-Jan Metsemakers, T. Fintan Moriarty
Publikováno v:
npj Biofilms and Microbiomes, Vol 10, Iss 1, Pp 1-10 (2024)
Abstract Fracture-related infections (FRIs), particularly those caused by methicillin-resistant Staphylococcus aureus (MRSA), are challenging to treat. This study designed and evaluated a hydrogel loaded with a cocktail of bacteriophages and vancomyc
Externí odkaz:
https://doaj.org/article/c68ff35f89d7425ea2be846a1e1159fc