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DoodleAssist:渐进式交互式线条艺术生成与潜伏分布对齐.
IEEE transactions on visualization and computer graphics
|October 23, 2025
概括
DoodleAssist是一个新的系统,用于使用草图和提示符快速,可控地生成线条艺术. 它帮助用户创建动漫概念和设计,以提高连贯性和无过渡.
科学领域:
- 计算机图形 计算机图形
- 人工智能的人工智能
背景情况:
- 高质量的线条艺术生成对于动漫制作和概念设计至关重要.
- 现有的方法可能缺乏速度,控制或用户输入的无集成.
研究的目的:
- 介绍DoodleAssist,这是一个用于渐进式线条艺术生成的交互系统.
- 为了提高用户控制和设计探索在数字艺术创作.
主要方法:
- 使用可控制的扩散模型进行渐进的图像合成.
- 包含一个潜伏分布对齐机制,用于无区域混合.
- 具有交互式用户界面,用于草图和基于提示符的控制.
主要成果:
- 通过定性和定量比较来证明有效和可用的线条艺术生成.
- 缓解区域不连贯性和线路不连续性在生成的艺术中的问题.
- 用户研究证实了系统的有效性和可用性.
结论:
- DoodleAssist为专家和新手提供了高效和可控的线条艺术创作.
- 该系统支持动漫概念设计,绘图辅助和创意工具中的应用程序.
- 它为交互式数字艺术生成提供了有价值的解决方案.
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