Video Stabilization

This is a curated list of the resources of video stabilization methods. If you find anything wrong or anything new, feel free to contact me.

Year	Pub	Paper	Repo
2009	TOG	Content-Preserving Warps for 3D Video Stabilization	project page
2011	CVPR	Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths	project page code, MATLAB (unofficial) code, Python (unofficial)
2011	TOG	Subspace Video Stabilization	project page code(unofficial)
2012	TOG	Video Stabilization using Epipolar Geometry	project page
2012	CVPR	Video Stabilization with a depth camera	project page
2013	TVCG	Spatially and Temporally Optimized Video Stabilization	project page
2013	TOG	Bundled Camera Paths for Video Stabilization	project page code(unofficial) dataset
2014	CVPR	SteadyFlow: Spatially Smooth Optical Flow for Video Stabilization	project page code(unofficial)
2016	ECCV	MeshFlow: Minimum Latency Online Video Stabilization	project page code(unofficial)
2017	TIP	CodingFlow:Enable Video Coding for Video Stabilization
2017	CVPR	Direct Photometric Alignment by Mesh Deformation
2018	CGF	Deep Video Stabilization Using Adversarial Networks
2018	ECCV	Selfie Video Stabilization	project page dataset
2019	TIP	Deep Online Video Stabilization With Multi-Grid Warping Transformation Learning	code(official) dataset
2019	CVPR	Robust Video Stabilization by Optimization in CNN Weight Space	project page official code
2019	TVCG	Effective Video Stabilization via Joint Trajectory Smoothing and Frame Warping	code(official)
2019	arXiv	DeepMeshFlow: Content Adaptive Mesh Deformation for Robust Image Registration
2020	TIP	PWStableNet: Learning Pixel-wise Warping Maps for Video Stabilization	project page code(official)
2020	TOG	Deep Iterative Frame Interpolation for Full-Frame Video Stabilization	code(official)
2020	CVPR	Learning Video Stabilization Using Optical Flow	project page official code
2020	arXiv	Learning Deep Video Stabilization without Optical Flow
2020	arXiv	DUT: Learning Video Stabilization by Simply Watching Unstable Videos	code(official)
2021	WACV	Cinematic-L1 Video Stabilization with a Log-Homography Model
2021	CVPR	Real-Time Selfie Video Stabilization	code(official)
2021	CVPR	3D Video Stabilization with Depth Estimation by CNN-based Optimization	project page code(official)
2021	ICIP	PixStabNet: Fast Multi-Scale Deep Online Video Stabilization with Pixel-Based Warping
2021	ICCV	Hybrid Neural Fusion for Full-frame Video Stabilization	project page code(official)
2021	ICCV	Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization
2021	BMVC	Self-Supervised Real-time Video Stabilization
2022	WACV	Deep Online Fused Video Stabilization	project page code(official)
2023	ICCV	Minimum Latency Deep Online Video Stabilization	code/dataset(official)
2023	ICCV	Fast Full-frame Video Stabilization with Iterative Optimization	code(official)
2024	CVPR	3D Multi-frame Fusion for Video Stabilization	code(official)
2025	SIGGRAPH	GaVS: 3D-Grounded Video Stabilization via Temporally-Consistent Local Reconstruction and Rendering	code(official) dataset