A new animation landscape generator based on RGB and HSV model

Li Wang; Zhimao Lu

doi:10.1117/12.3004886

16 August 2023 A new animation landscape generator based on RGB and HSV model

Li Wang, Zhimao Lu

Proceedings Volume 12787, Sixth International Conference on Advanced Electronic Materials, Computers, and Software Engineering (AEMCSE 2023); 127870U (2023) https://doi.org/10.1117/12.3004886
Event: 6th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE 2023), 2023, Shenyang, China

Abstract

For now, cartoonization becomes more and more popular in image processing field. For example, cartoonization can be applied to image processing softwares as a filter. By now, there are some cartoonization Generative Adversarial Networks (GAN) has been proposed. However, most of these models just use RGB image as input. Different from these approaches, our cartoon landscape GAN use HSV and RGB image as input to learn cartoon images’ saturation feature and color feature. To learn cartoon images’ texture feature, we used Gramian matrix as images’ texture feature and use the texture discriminator makes generator to learn cartoon images’ texture feature. By this way, we get a great cartoon landscape generator. Our generated images have high contrast like cartoon images.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Li Wang and Zhimao Lu "A new animation landscape generator based on RGB and HSV model", Proc. SPIE 12787, Sixth International Conference on Advanced Electronic Materials, Computers, and Software Engineering (AEMCSE 2023), 127870U (16 August 2023); https://doi.org/10.1117/12.3004886

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