StructuReiser: A Structure-preserving Video Stylization Method

TL;DR

StructuReiser is a new video stylization method that preserves structural integrity and identity while applying styles, supporting real-time editing and offering enhanced control over video transformations.

Contribution

It introduces a structure-preserving video translation approach that maintains original video identity and supports real-time, user-guided stylization with keyframes.

Findings

Maintains structural elements during stylization

Supports real-time inference and editing

Enhances control over video style transfer

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 existing approaches, StructuReiser maintains strict adherence to the structural elements of the target video, preserving the original identity while seamlessly applying the desired stylistic transformations. This enables a level of control and consistency that was previously unattainable with traditional text-driven or keyframe-based methods. Furthermore, StructuReiser supports real-time inference and custom keyframe editing, making it ideal for interactive applications and expanding the possibilities for creative expression and video manipulation.