2026
No Labels, No Look-Ahead: Unsupervised Online Video Stabilization with Classical Priors
CVPR 2026
We propose a novel unsupervised framework for online video stabilization. Unlike deep learning-based stabilizers that require paired stable/unstable datasets, our method models the classical three-stage stabilization pipeline and integrates a multithreaded buffering mechanism, effectively addressing