Citation

Izani, M. and ., Dalia and Razak, A. and Faiz, M. and Kaleel, A. and Assad, A. (2024) Harmonizing Control and Creativity with AI for Animator's Toolkit. In: 2024 IEEE Symposium on Industrial Electronics & Applications (ISIEA), 6-7 July 2024, Kuala Lumpur, Malaysia.

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Abstract

This study looks into the nuanced interaction between AI-driven autonomy and animator control within digital animation, a domain witnessing rapid technological advancements. Focusing on the AI-rendering techniques demonstrated in the works of Mick Mahler, with his explicit permission, we explore the balance of creative expression and automated efficiency in producing high-quality animations. The research critically evaluates the effectiveness and artistic fidelity of AI-assisted processes in animation, using Mahler’s innovative methods as a case study. It proposes a novel framework for incorporating AI in animation workflows, emphasizing enhancement of the animator's creative agency. The methodology includes a qualitative analysis of animations rendered with AI, a quantitative comparison to traditional methods, and experimental application of the proposed framework in animation projects. By bridging the gap between the technical prowess of AI and the creative vision of animators, this study seeks to enrich the toolkit of digital animators, fostering a collaborative relationship between advanced technology and artistic creativity.

Item Type:	Conference or Workshop Item (Paper)
Uncontrolled Keywords:	AI,animation,rendering,stable diffusion
Subjects:	P Language and Literature > PN Literature (General) Q Science > Q Science (General) > Q300-390 Cybernetics
Divisions:	Faculty of Creative Multimedia (FCM)
Depositing User:	Ms Nurul Iqtiani Ahmad
Date Deposited:	02 Sep 2024 08:49
Last Modified:	02 Sep 2024 08:49
URII:	http://shdl.mmu.edu.my/id/eprint/12930

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