StructuReiser:一种保留结构的视频样式化方法

IF 2.9 4区 计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING
R. Spetlik, D. Futschik, D. Sýkora
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引用次数: 0

摘要

我们介绍了StructuReiser,这是一种新颖的视频到视频转换方法,它使用一组用户提供的关键帧将输入视频转换为程式化序列。与大多数现有方法不同,StructuReiser严格遵循目标视频的结构元素,在无缝应用所需的风格转换的同时保留原始身份。这提供了一定程度的控制和一致性,这是文本驱动或基于关键帧的方法(包括大型视频模型)难以实现的。此外,StructuReiser支持对标准图形硬件的实时推断以及自定义关键帧编辑,支持交互式应用程序并扩展创意表达和视频操作的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

StructuReiser: A Structure-preserving Video Stylization Method

StructuReiser: A Structure-preserving Video Stylization Method

We introduce StructuReiser, a novel video-to-video translation method that transforms input videos into stylized sequences using a set of user-provided keyframes. Unlike most existing methods, StructuReiser strictly adheres to the structural elements of the target video, preserving the original identity while seamlessly applying the desired stylistic transformations. This provides a level of control and consistency that is challenging to achieve with text-driven or keyframe-based approaches, including large video models. Furthermore, StructuReiser supports real-time inference on standard graphics hardware as well as custom keyframe editing, enabling interactive applications and expanding possibilities for creative expression and video manipulation.

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来源期刊
Computer Graphics Forum
Computer Graphics Forum 工程技术-计算机:软件工程
CiteScore
5.80
自引率
12.00%
发文量
175
审稿时长
3-6 weeks
期刊介绍: Computer Graphics Forum is the official journal of Eurographics, published in cooperation with Wiley-Blackwell, and is a unique, international source of information for computer graphics professionals interested in graphics developments worldwide. It is now one of the leading journals for researchers, developers and users of computer graphics in both commercial and academic environments. The journal reports on the latest developments in the field throughout the world and covers all aspects of the theory, practice and application of computer graphics.
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