旅馆++:高质量和长时间的舞蹈世代与坚固的编舞模式
IEEE transactions on pattern analysis and machine intelligence
|October 6, 2025
概括
Lodge++是一个新的框架,用于从音乐和类型中生成超长,高质量的舞蹈. 它使用两阶段的方法来确保复杂的舞蹈编排和物理现实主义在生成的舞蹈.
科学领域:
- 计算机图形和动画.
- 人工智能的人工智能
- 计算创造力的创造力
背景情况:
- 在计算上生成长,高质量和物理可信的舞蹈是具有挑战性的.
- 现有的方法与全球编舞模式和超长序列的计算效率作斗争.
研究的目的:
- 介绍 Lodge++,一个新的编舞框架,用于生成超长,高品质的舞蹈.
- 为了应对计算效率,全球舞蹈编排和舞蹈生成中的物理可信性方面的挑战.
主要方法:
- 一个两阶段的策略:一个全球舞蹈原始的编舞网络,其次是基于原始的舞蹈传播模型.
- 整合了透指导模块,脚精细化模块和多种类别的歧视器,以实现物理现实主义和类型一致性.
主要成果:
- Lodge++迅速生成跨越各种类型的超长舞蹈,并提供组织良好的全球舞蹈编排.
- 该框架确保高质量的本地运动和遵守复杂的舞蹈模式.
- 实验验证证了该方法在制作现实的和与类型一致的舞蹈方面的有效性.
结论:
- Lodge++提供了一种高效有效的解决方案,用于生成复杂,超长的舞蹈.
- 拟议的框架推进了计算编舞和运动合成的最新技术.
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