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TVCG-Video-Stabilization-via-joint-Trajectory-Smoothing-and-frame-warping

Source code for "Effective Video stabilization via joint trajectory smoothing and Frame warping" on TVCG [PDF] [Video 1] [Video 2]

1.Environment

2.You need

3.How to start

This program was divided into two parts, the \Trajectory tracking and \Video Smooth. Each part can run independently

Trajectory tracking

input: Source Video (source_video.mp4)
output: trajectorys （videoXX_path,txt）

  1. open \Trajectory tracking\my_tracker.m

  2. Modify some main variables

    • caseFile :The folder where the source video is located
    • saveFile :A folder for storing trajectory date
    • casename:Name of your source video

  3. running

Video smooth

input:trajectorys （videoXX_path,txt)
output:stable video (stable_video_XX.mp4)

  1. Open the project in /Video smooth/ by visual studio, and Adding dependencies to projects

  2. Modify some main variables

    • video_name: Name of your source video

    • video_file: The folder where the source video is located

    • path_file: A folder for storing trajectory data from the previous step

    • save_path: A folder for storing stable video results

    • {alpha_1,alpha_2,Beta_1,Beta_2,gamma}: Five parameters of energy equation (detailed reference paper)

  3. running

Ultimately, you'll get stable videos in the specified folder（save_path）

If you have any problem in running this code please contact me by mtz705062791@gmail.com

Please visit http://nieyongwei.net/ for more information

Please cite our paper:

T. Ma, Y. Nie, Q. Zhang, Z. Zhang, H. Sun and G. Li, "Effective Video Stabilization via Joint Trajectory Smoothing and Frame Warping," in IEEE Transactions on Visualization and Computer Graphics.
doi: 10.1109/TVCG.2019.2923196
keywords: {Trajectory;Smoothing methods;Cameras;Two dimensional displays;Three-dimensional displays;Feature extraction;Streaming media;Video stabilization;trajectory smoothing;mesh warping;optimization},
URL:http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8737754&isnumber=4359476