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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
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)

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