StructuReiser: A Structure-preserving Video Stylization Method
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Date
2025
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association and John Wiley & Sons Ltd.
Abstract
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.
Description
CCS Concepts: Computing methodologies → Non-photorealistic rendering; Image processing
@article{10.1111:cgf.70161,
journal = {Computer Graphics Forum},
title = {{StructuReiser: A Structure-preserving Video Stylization Method}},
author = {Spetlik, Radim and Futschik, David and Sýkora, Daniel},
year = {2025},
publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
ISSN = {1467-8659},
DOI = {10.1111/cgf.70161}
}