Application of multi-level adaptive neural network based on optimization algorithm in image style transfer

Arbitrary image style transfer is the process of inputting any set of images to generate images with a certain artistic style. Aiming at the problem of how to adapt both global style and local style and maintain spatial consistency based on the arbitrary style transfer algorithm. This paper proposed...

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Vydáno v:	Multimedia tools and applications Ročník 83; číslo 29; s. 73127 - 73149
Hlavní autoři:	Li, Hong-an, Wang, Lanye, Liu, Jun
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.09.2024 Springer Nature B.V
Témata:	Adaptive algorithms Algorithms Computer Communication Networks Computer Science Data Structures and Information Theory Image quality Modules Multilayers Multimedia Information Systems Representations Special Purpose and Application-Based Systems Track 6: Computer Vision for Multimedia Applications Visual effects Arbitrary image style transfer Convolution block attention module Multi-level strategy Adaptive weight skip connection
ISSN:	1573-7721, 1380-7501, 1573-7721
On-line přístup:	Získat plný text
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