Results Cat Toy

Use-case: detecting mechanical failures (non planar 3D rotation).

Results Drone

Use-case: detecting mechanical failures (cluttered background).

Results Gun

Use-case: sports video analysis (moving camera).

Results Parkinson I

Use-case: medical tremor analysis (non planar 3D rotation).

Results Parkinson II

Use-case: medical tremor analysis (zooming).

Results Parkinson III

Use-case: medical tremor analysis (moving camera).

Results Water

Transparent foreground.

Results Glass

Transparent foreground.

Results Glass with Background

Transparent foreground with background.

Results Plants

Multiple foreground motions.

Results Guitar

Multiple foreground motions.

Results Parking Gate

Multiple background motions.

Results Eye

Intensity magnification.

Results Baby

Intensity magnification.

Videos & Code

Download our videos:

Download video data.

Source code:

Source code link.

Paper & Supplementary:

Download pdf | supplementary.

Paper citation:


  title = {Video Acceleration Magnification},
  author = {Zhang, Yichao and Pintea, Silvia L. and van Gemert, Jan C.},
  booktitle = {Computer Vision and Pattern Recognition},
  year = {2017}