Optimizing photo-to-anime translation with prestyled paired datasets

Animation is a widespread artistic expression that holds a special place in people's hearts. Traditionally, animation creation has relied heavily on manual techniques, demanding skilled drawing abilities and a significant amount of time. For instance, many Japanese anime films draw inspiration...

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Bibliographic Details
Published in:	Multimedia tools and applications Vol. 83; no. 41; pp. 89393 - 89414
Main Authors:	Chang, Chuan-Wang, Dharmawan, Pratamagusta
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.12.2024 Springer Nature B.V
Subjects:	1237: Advanced Deep Learning for Computer Vision and Multimedia Applications Animation Anime Artists Computer Communication Networks Computer Science Data Structures and Information Theory Datasets Deep learning Multimedia Multimedia Information Systems Special Purpose and Application-Based Systems Unsupervised learning Image style transfer GAN U-Net Pix2pix Photo-to-anime translation
ISSN:	1573-7721, 1380-7501, 1573-7721
Online Access:	Get full text
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