Video stabilization using Optical Flow

  • Unique Paper ID: 148578
  • Volume: 6
  • Issue: 3
  • PageNo: 138-141
  • Abstract:
  • Video Stabilization is the technique to reduce jittery motion in a video. This paper discusses the steps involved in video stabilization using Optical Flow: Feature extraction, Optical Flow using Lucas-Kanade method, Image Affine transformation. In this paper, we will also discuss mathematical models involved in each step of video stabilization. In the later part of the paper, we have mentioned methods to improve the video stabilization results and make it more efficient while applying to high-resolution videos.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{148578,
        author = {Kaushik Indranil Patil and Simran Sachin Sura},
        title = {Video stabilization using Optical Flow},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {6},
        number = {3},
        pages = {138-141},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=148578},
        abstract = {Video Stabilization is the technique to reduce jittery motion in a video. This paper discusses the steps involved in video stabilization using Optical Flow: Feature extraction, Optical Flow using Lucas-Kanade method, Image Affine transformation. In this paper, we will also discuss mathematical models involved in each step of video stabilization. In the later part of the paper, we have mentioned methods to improve the video stabilization results and make it more efficient while applying to high-resolution videos.},
        keywords = { Video Stabilization, Optical Flow, Lucas-Kanade method, Taylor Series, Laplacian Pyramids.},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 6
  • Issue: 3
  • PageNo: 138-141

Video stabilization using Optical Flow

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