Feature-Aware Pixel Art Animation

Ming-Hsun Kuo, Yongliang Yang, Hung-Kuo Chu

Research output: Contribution to journalArticle

Abstract

Pixel art is a modern digital art in which high resolution images are abstracted into low resolution pixelated outputs using concise outlines and reduced color palettes. Creating pixel art is a labor intensive and skill-demanding process due to the challenge of using limited pixels to represent complicated shapes. Not surprisingly, generating pixel art animation is even harder given the additional constraints imposed in the temporal domain. Although many powerful editors have been Designed to facilitate the creation of still pixel art images, the extension to pixel art animation remains an unexplored direction. Existing systems typically request users to craft individual pixels frame by frame, which is a tedious and error-prone process. In this work, we present a novel animation framework tailored to pixel art images. Our system bases on conventional key-frame animation framework and state-of-the-art image warping techniques to generate an initial animation sequence. The system then jointly optimizes the prominent feature lines of individual frames respecting three metrics that capture the quality of the animation sequence in both spatial and temporal domains. We demonstrate our system by generating visually pleasing animations on a variety of pixel art images, which would otherwise be difficult by applying state-of-the-art techniques due to severe artifacts.
LanguageEnglish
Pages411-420
JournalComputer Graphics Forum
Volume35
Issue number7
DOIs
StatusPublished - Oct 2016

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Animation
Pixels
Optical resolving power
Image resolution
Personnel
Color

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Feature-Aware Pixel Art Animation. / Kuo, Ming-Hsun; Yang, Yongliang; Chu, Hung-Kuo.

In: Computer Graphics Forum, Vol. 35, No. 7, 10.2016, p. 411-420.

Research output: Contribution to journalArticle

Kuo, Ming-Hsun ; Yang, Yongliang ; Chu, Hung-Kuo. / Feature-Aware Pixel Art Animation. In: Computer Graphics Forum. 2016 ; Vol. 35, No. 7. pp. 411-420.
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