Skip to content

The goal is to reveal temporal variations in videos that are difficult or impossible to see with the unaided eye and display them in an indicative manner. The method - Eulerian Video Magnification, takes a standard video sequence as input, and applies spatial decomposition, followed by temporal filtering to the frames, for color and motion magni…

License

Notifications You must be signed in to change notification settings

Rya-Sanovar/Eulerian-Video-Magnification

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

6 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Eulerian-Video-Magnification

The microscopic environmental changes in the surroundings are imperceptible to humans. What is impossible to perceive with the naked eye includes minor changes, such as color variations due to blood flow to the face, or motion variations, like the subtle movement of veins beneath human skin.

For detecting these variations, an optical microscope aid is required to the human eye. As an alternative, cheaper and newer technologies like high-speed imagery and image processing help to detect such subtle variations. Eulerian video magnification (EVM) is the most popular technique for achieving this. This method, takes a standard video sequence as input, and applies spatial decomposition, followed by temporal filtering to the sequence of frames. Amplification of the resulting signal reveals the hidden information, resulting in color and motion magnified videos. Using this method, we can successfully visualize the flow of blood as it fills the face and also to amplify and reveal invisible motions. 

@article{Wu12Eulerian,
  author = {Hao-Yu Wu and Michael Rubinstein and Eugene Shih and John Guttag and Fr\'{e}do Durand and
  William T. Freeman},
  title = {Eulerian Video Magnification for Revealing Subtle Changes in the World},
  journal = {ACM Transactions on Graphics (Proc. SIGGRAPH 2012)},
  year = {2012},
  volume = {31},
  number = {4},
}

About

The goal is to reveal temporal variations in videos that are difficult or impossible to see with the unaided eye and display them in an indicative manner. The method - Eulerian Video Magnification, takes a standard video sequence as input, and applies spatial decomposition, followed by temporal filtering to the frames, for color and motion magni…

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published