AI Carpet: Automatic Generation of Aesthetic Carpet Pattern
Authors: 
Ziyi Wang, Xingqi Wang, Zeyu Jin, Xiaohan Li, Shikun Sun, Jia JiaAuthors Info & Claims
Ziyi Wang, Xingqi Wang, Zeyu Jin, Xiaohan Li, Shikun Sun, Jia JiaAuthors Info & ClaimsPages 6958 - 6960
Abstract
Stylized pattern generation is challenging and has received increasing attention in recent studies. However, it requires further exploration in pattern generation that matches the given scenes. This paper proposes a demonstration that automatically generates carpet patterns with input home scenes and other user preferences. Besides meeting the individual needs of users and providing highly editable output, the critical challenge of the system is to make the output pattern coordinate with the input home scene, which distinguishes our approach from others. The carpets generated by the system also permit easy modification or extension to various interior design styles.
Supplementary Material
We propose a novel framework to generate aesthetic carpet pattern which is consistent with the home scene and meet the user's personalized emotional needs. Stylized pattern generation is challenging and has received increasing attention in recent studies. However, it requires further exploration in pattern generation that matches the given scenes. This paper proposes a demonstration that automatically generates carpet patterns with input home scenes and other user preferences. Besides meeting the individual needs of users and providing highly editable output, the critical challenge of the system is to make the output pattern coordinate with the input home scene, which distinguishes our approach from others. The carpets generated by the system also permit easy modification or extension to various interior design styles.
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References
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Quang-Vinh Dang, Thai-Ha Pham, My-Linh Tran, Minh-Hung Dang, Quoc-Khanh Nguyen, and Anh-Nguyen Nguyen. 2021. Towards an Automatic Interior Design System Using GAN. (2021).
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Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, and Timo Aila. 2021. Alias-free generative adversarial networks. Advances in Neural Information Processing Systems 34 (2021).
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Serkan Kiranyaz, Stefan Uhlmann, Turker Ince, and Moncef Gabbouj. 2010. Perceptual dominant color extraction by multidimensional Particle Swarm Optimization. EURASIP Journal on Advances in Signal Processing 2009 (2010), 1--13.
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Kathy Pui Ying Lo. 2008. Hotel stay scenarios based on emotional design research. (2008).
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Index Terms
- AI Carpet: Automatic Generation of Aesthetic Carpet Pattern
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Information & Contributors
Information
Published In
October 2022
7537 pages
ISBN:9781450392037
DOI:10.1145/3503161
- General Chairs:
- João Magalhães,
- Alberto del Bimbo,
- Shin'ichi Satoh,
- Nicu Sebe,
- Program Chairs:
- Xavier Alameda-Pineda,
- Qin Jin,
- Vincent Oria,
- Laura Toni
Copyright © 2022 Owner/Author.
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.
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Association for Computing Machinery
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Publication History
Published: 10 October 2022
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MM '22
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