Conference
Towards automatic drawing animation using physics-based evolution
| العنوان: | Towards automatic drawing animation using physics-based evolution |
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| المؤلفون: | Lingens, Lasse, Sumner, Robert W., Magnenat, Stéphane, id_orcid:0 000-0002-4367-4588 |
| المساهمون: | Price, Sara, Rubegni, Elisa, Vasalou, Asimina |
| المصدر: | IDC '20: Proceedings of the 2020 ACM Interaction Design and Children Conference: Extended Abstracts |
| بيانات النشر: | Association for Computing Machinery |
| سنة النشر: | 2020 |
| المجموعة: | ETH Zürich Research Collection |
| مصطلحات موضوعية: | automatic animation, physics-based simulation, artificial evolution, skeleton-based animation, augmented creativity |
| الوصف: | We demonstrate a system to automatically animate hand-drawn characters. Starting with skeleton extraction, meshing and vertex skinning, our system simulates characters using a neural network in a physics-based environment. Using an evolutionary algorithm, it searches for networks that move characters far while keeping a good posture. We validated the system through a user study with 26 participants. For most drawings (60 %), they felt satisfied with the generated animation, and in 76% of cases, they wished to draw and animate additional characters. The participants reported mostly positive emotions after seeing the animations. Only a minority had feelings of strangeness or had negative emotions. This work demonstrates the possibility of creating an automated 2-D character animation system making little assumption on what is drawn. We believe that this work can enable more children to engage in creative play and explore their imagination. |
| نوع الوثيقة: | conference object |
| وصف الملف: | application/application/pdf |
| اللغة: | English |
| ردمك: | 978-1-4503-8020-1 1-4503-8020-4 |
| Relation: | info:eu-repo/semantics/altIdentifier/isbn/978-1-4503-8020-1; http://hdl.handle.net/20.500.11850/439092; urn:isbn:978-1-4503-8020-1 |
| DOI: | 10.3929/ethz-b-000439092 |
| الاتاحة: | https://hdl.handle.net/20.500.11850/439092 https://doi.org/10.3929/ethz-b-000439092 |
| Rights: | info:eu-repo/semantics/openAccess ; http://rightsstatements.org/page/InC-NC/1.0/ ; In Copyright - Non-Commercial Use Permitted |
| رقم الانضمام: | edsbas.5DE7A59 |
| قاعدة البيانات: | BASE |
| ردمك: | 9781450380201 1450380204 |
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| DOI: | 10.3929/ethz-b-000439092 |