/video-stabilization

Primary LanguageJupyter Notebook

README

This repository contains the report, code and video demonstrations for Team 18's project for the Image & Video Processing Course. The topic of our project us Video Stabilization.

Data

This folder contains a sample unstable video titled test.avi that can be used to test the code on.

Optical Flow

This folder contains a sample demonstration video that generates and displays Optical Flow.

Stabilization

This folder contains the stabilized output videos generated by running the base algorithm and its variations on the unstable input video.

base_stabilization.ipynb

This notebook contains code for the base stabilization algorithm implemented with a moving average filter

catmull_rom_stabilization.ipynb

This notebook contains code that uses Catmull-Rom Splines, to obtain a smooth fit.

derivative_poly_fit_stabilization.ipynb

This notebook contains the code final implemented code.

derivative_stabilization.ipynb

This notebook contains code that implement a derivative fit on the transform.

poly_stabilization.ipynb

This notebook contains the improved code that fits a high-degree polynomial to the trajectory to generate a smooth trajectory vector.

Authors

  • G. Karthik Balaji (CS19BTECH11001)
  • Rachit Keerti Das (CS19BTECH11034)
  • Gunangad Pal Singh Narula (CS19BTECH11035)

All the authors contributed equally to this project.