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https://github.com/yaochih/awesome-video-stabilization

A curated list of video stabilization methods
https://github.com/yaochih/awesome-video-stabilization

List: awesome-video-stabilization

video-stabilization

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A curated list of video stabilization methods

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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](http://gvv.mpi-inf.mpg.de/teaching/gvv_seminar_2012/papers/Content-Preserving%20Warps%20for%203D%20Video%20Stabilization.pdf)| [project page](http://web.cecs.pdx.edu/~fliu/project/3dstab.htm)|

|2011|CVPR|[Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths](https://research.google.com/pubs/archive/37041.pdf)|[project page](https://www.cc.gatech.edu/cpl/projects/videostabilization/) 
 [code, MATLAB](https://github.com/ishit/L1Stabilizer) (unofficial) 
 [code, Python](https://github.com/ishank-juneja/Video-Stabilization) (unofficial)|

|2011|TOG|[Subspace Video Stabilization](http://web.cecs.pdx.edu/~fliu/papers/tog2010.pdf)|[project page](http://web.cecs.pdx.edu/~fliu/project/subspace_stabilization/) 
 [code](https://github.com/higerra/SubspaceStab)(unofficial)|

|2012|TOG|[Video Stabilization using Epipolar Geometry](https://www.cse.huji.ac.il/~raananf/projects/stab/paper.pdf)|[project page](https://www.cs.huji.ac.il/~raananf/projects/stab/)|

|2012|CVPR|[Video Stabilization with a depth camera](https://www.cs.sfu.ca/~pingtan/Papers/cvpr12_stabilization.pdf)|[project page](http://www.liushuaicheng.org/CVPR2012/index.html)|

|2013|TVCG|[Spatially and Temporally Optimized Video Stabilization](http://graphics.csie.ncku.edu.tw/Tony/papers/video_stablization.pdf)|[project page](https://people.cs.nctu.edu.tw/~yushuen/VideoStabilization/)|

|2013|TOG|[Bundled Camera Paths for Video Stabilization](https://www.microsoft.com/en-us/research/wp-content/uploads/2016/11/Stabilization_SIGGRAPH13.pdf)|[project page](http://www.liushuaicheng.org/SIGGRAPH2013/) 
 [code](https://github.com/SuTanTank/BundledCameraPathVideoStabilization)(unofficial) 
[dataset](http://liushuaicheng.org/SIGGRAPH2013/database.html)|

|2014|CVPR|[SteadyFlow: Spatially Smooth Optical Flow for Video Stabilization](https://www.microsoft.com/en-us/research/wp-content/uploads/2016/11/SteadyFlow_CVPR2014.pdf)|[project page](http://www.liushuaicheng.org/CVPR2014/)
[code](https://github.com/rimchang/SteadyFlow)(unofficial)|

|2016|ECCV|[MeshFlow: Minimum Latency Online Video Stabilization](http://www.liushuaicheng.org/eccv2016/meshflow.pdf)|[project page](http://www.liushuaicheng.org/eccv2016/index.html)
[code](https://github.com/sudheerachary/Mesh-Flow-Video-Stabilization)(unofficial)|

|2017|TIP|[CodingFlow:Enable Video Coding for Video Stabilization](http://ieeexplore.ieee.org/document/7909025/?arnumber=7909025&source=authoralert)||

|2017|CVPR|[Direct Photometric Alignment by Mesh Deformation](http://www.liushuaicheng.org/CVPR2017/DirectPhotometric.pdf)||

|2018|CGF|[Deep Video Stabilization Using Adversarial Networks](https://cg.cs.tsinghua.edu.cn/papers/CGF-2018-video-stab.pdf)||

|2018|ECCV|[Selfie Video Stabilization](https://cseweb.ucsd.edu/~ravir/selfievideo.pdf)|[project page](https://cseweb.ucsd.edu/~ravir/selfievideo.pdf) 
[dataset](https://drive.google.com/file/d/1W30MsjplUrGtnT0PcUS5jWikYxDVMvXi/view?usp=sharing)|

|2019|TIP|[Deep Online Video Stabilization With Multi-Grid Warping Transformation Learning](https://ieeexplore.ieee.org/document/8554287)|[code](https://github.com/cxjyxxme/deep-online-video-stabilization-deploy)(official)
[dataset](http://cg.cs.tsinghua.edu.cn/download/DeepStab.zip)|

|2019|CVPR|[Robust Video Stabilization by Optimization in CNN Weight Space](https://cseweb.ucsd.edu/~ravir/jiyang_cvpr.pdf)|[project page
official code](http://jiyang.fun/projects.html)|

|2019|TVCG|[Effective Video Stabilization via Joint Trajectory Smoothing and Frame Warping](https://ieeexplore.ieee.org/document/8737754)|[code](https://github.com/705062791/TVCG-Video-Stabilization-via-joint-Trajectory-Smoothing-and-frame-warping)(official)|

|2019|arXiv|[DeepMeshFlow: Content Adaptive Mesh Deformation for Robust Image Registration](https://arxiv.org/pdf/1912.05131)||

|2020|TIP|[PWStableNet: Learning Pixel-wise Warping Maps for Video Stabilization](https://ieeexplore.ieee.org/document/8951447)|[project page](http://home.ustc.edu.cn/~zmd1992/PWStableNet.html)
[code](https://github.com/mindazhao/pix-pix-warping-video-stabilization)(official)|

|2020|TOG|[Deep Iterative Frame Interpolation for Full-Frame Video Stabilization](https://arxiv.org/pdf/1909.02641)|[code](https://github.com/jinsc37/DIFRINT)(official)|

|2020|CVPR|[Learning Video Stabilization Using Optical Flow](https://cseweb.ucsd.edu/~ravir/jiyang_cvpr20.pdf)|[project page
official code](http://jiyang.fun/projects.html)|

|2020|arXiv|[Learning Deep Video Stabilization without Optical Flow](https://arxiv.org/pdf/2011.09697)||

|2020|arXiv|[DUT: Learning Video Stabilization by Simply Watching Unstable Videos](https://arxiv.org/pdf/2011.14574)|[code](https://github.com/Annbless/DUTCode)(official)|

|2021|WACV|[Cinematic-L1 Video Stabilization with a Log-Homography Model](https://arxiv.org/pdf/2011.08144.pdf)||

|2021|CVPR|[Real-Time Selfie Video Stabilization](https://arxiv.org/pdf/2009.02007)|[code](https://github.com/jiy173/selfievideostabilization)(official)|

|2021|CVPR|[3D Video Stabilization with Depth Estimation by CNN-based Optimization](https://openaccess.thecvf.com/content/CVPR2021/html/Lee_3D_Video_Stabilization_With_Depth_Estimation_by_CNN-Based_Optimization_CVPR_2021_paper.html)|[project page](https://yaochih.github.io/deep3d-stabilizer.io/)
[code](https://github.com/yaochih/Deep3D-Stabilizer-release)(official)|

|2021|ICIP|[PixStabNet: Fast Multi-Scale Deep Online Video Stabilization with Pixel-Based Warping](https://ieeexplore.ieee.org/document/9506801)||

|2021|ICCV|[Hybrid Neural Fusion for Full-frame Video Stabilization](https://arxiv.org/pdf/2102.06205)|[project page](https://alex04072000.github.io/NeRViS/)
[code](https://github.com/alex04072000/NeRViS)(official)|

|2021|ICCV|[Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization](https://arxiv.org/pdf/2108.09041.pdf)||

|2021|BMVC|[Self-Supervised Real-time Video Stabilization](https://arxiv.org/pdf/2111.05980.pdf)||

|2022|WACV|[Deep Online Fused Video Stabilization](https://arxiv.org/pdf/2102.01279)|[project page](https://zhmeishi.github.io/dvs/)
[code](https://github.com/googleinterns/deep-stabilization)(official)|

|2023|ICCV|[Minimum Latency Deep Online Video Stabilization](https://openaccess.thecvf.com/content/ICCV2023/html/Zhang_Minimum_Latency_Deep_Online_Video_Stabilization_ICCV_2023_paper.html)|[code/dataset](https://github.com/liuzhen03/NNDVS)(official)|