Video Stabilization

July 9, 2025 ยท View on GitHub

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.

YearPubPaperRepo
2009TOGContent-Preserving Warps for 3D Video Stabilizationproject page
2011CVPRAuto-Directed Video Stabilization with Robust L1 Optimal Camera Pathsproject page
code, MATLAB (unofficial)
code, Python (unofficial)
2011TOGSubspace Video Stabilizationproject page
code(unofficial)
2012TOGVideo Stabilization using Epipolar Geometryproject page
2012CVPRVideo Stabilization with a depth cameraproject page
2013TVCGSpatially and Temporally Optimized Video Stabilizationproject page
2013TOGBundled Camera Paths for Video Stabilizationproject page
code(unofficial)
dataset
2014CVPRSteadyFlow: Spatially Smooth Optical Flow for Video Stabilizationproject page
code(unofficial)
2016ECCVMeshFlow: Minimum Latency Online Video Stabilizationproject page
code(unofficial)
2017TIPCodingFlow:Enable Video Coding for Video Stabilization
2017CVPRDirect Photometric Alignment by Mesh Deformation
2018CGFDeep Video Stabilization Using Adversarial Networks
2018ECCVSelfie Video Stabilizationproject page
dataset
2019TIPDeep Online Video Stabilization With Multi-Grid Warping Transformation Learningcode(official)
dataset
2019CVPRRobust Video Stabilization by Optimization in CNN Weight Spaceproject page
official code
2019TVCGEffective Video Stabilization via Joint Trajectory Smoothing and Frame Warpingcode(official)
2019arXivDeepMeshFlow: Content Adaptive Mesh Deformation for Robust Image Registration
2020TIPPWStableNet: Learning Pixel-wise Warping Maps for Video Stabilizationproject page
code(official)
2020TOGDeep Iterative Frame Interpolation for Full-Frame Video Stabilizationcode(official)
2020CVPRLearning Video Stabilization Using Optical Flowproject page
official code
2020arXivLearning Deep Video Stabilization without Optical Flow
2020arXivDUT: Learning Video Stabilization by Simply Watching Unstable Videoscode(official)
2021WACVCinematic-L1 Video Stabilization with a Log-Homography Model
2021CVPRReal-Time Selfie Video Stabilizationcode(official)
2021CVPR3D Video Stabilization with Depth Estimation by CNN-based Optimizationproject page
code(official)
2021ICIPPixStabNet: Fast Multi-Scale Deep Online Video Stabilization with Pixel-Based Warping
2021ICCVHybrid Neural Fusion for Full-frame Video Stabilizationproject page
code(official)
2021ICCVOut-of-boundary View Synthesis Towards Full-Frame Video Stabilization
2021BMVCSelf-Supervised Real-time Video Stabilization
2022WACVDeep Online Fused Video Stabilizationproject page
code(official)
2023ICCVMinimum Latency Deep Online Video Stabilizationcode/dataset(official)
2023ICCVFast Full-frame Video Stabilization with Iterative Optimizationcode(official)
2024CVPR3D Multi-frame Fusion for Video Stabilizationcode(official)
2025SIGGRAPHGaVS: 3D-Grounded Video Stabilization via Temporally-Consistent Local Reconstruction and Renderingcode(official)
dataset