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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.

YearPubPaperRepo
2009TOGContent-Preserving Warps for 3D Video Stabilizationproject page
2011CVPRAuto-Directed Video Stabilization with Robust L1 Optimal Camera Pathsproject page <br> code, MATLAB (unofficial) <br> code, Python (unofficial)
2011TOGSubspace Video Stabilizationproject page <br> 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 <br> code(unofficial) <br>dataset
2014CVPRSteadyFlow: Spatially Smooth Optical Flow for Video Stabilizationproject page<br>code(unofficial)
2016ECCVMeshFlow: Minimum Latency Online Video Stabilizationproject page<br>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 <br>dataset
2019TIPDeep Online Video Stabilization With Multi-Grid Warping Transformation Learningcode(official)<br>dataset
2019CVPRRobust Video Stabilization by Optimization in CNN Weight Spaceproject page<br>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<br>code(official)
2020TOGDeep Iterative Frame Interpolation for Full-Frame Video Stabilizationcode(official)
2020CVPRLearning Video Stabilization Using Optical Flowproject page<br>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<br>code(official)
2021ICIPPixStabNet: Fast Multi-Scale Deep Online Video Stabilization with Pixel-Based Warping
2021ICCVHybrid Neural Fusion for Full-frame Video Stabilizationproject page<br>code(official)
2021ICCVOut-of-boundary View Synthesis Towards Full-Frame Video Stabilization
2021BMVCSelf-Supervised Real-time Video Stabilization
2022WACVDeep Online Fused Video Stabilizationproject page<br>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 Stabilization