How to track the center of mass of a human in a video

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SUMMARY

This discussion focuses on methods for tracking the center of mass (COM) of a human in video, particularly in the context of swinging dynamics. The user describes a technique of squatting and standing on a swing to maximize energy gain, prompting a search for programs or methods to estimate the COM based on major body joints. The referenced paper, "Real time estimation and tracking of human body Center of Mass using 2D video imaging," suggests existing research in this area, indicating that both 2D and 3D input can be utilized for accurate tracking.

PREREQUISITES
  • Understanding of biomechanics and human anatomy
  • Familiarity with video analysis techniques
  • Knowledge of motion tracking software
  • Basic principles of physics related to swinging motion
NEXT STEPS
  • Research "Real time estimation and tracking of human body Center of Mass using 2D video imaging" for insights on video-based tracking methods
  • Explore motion capture technologies for accurate COM tracking
  • Investigate software tools like OpenPose for joint detection and analysis
  • Learn about biomechanics modeling software such as AnyBody Modeling System
USEFUL FOR

This discussion is beneficial for biomechanics researchers, motion analysis professionals, sports scientists, and developers interested in human motion tracking technologies.

RubinLicht
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So a few months or years ago I learned that most of the energy from swinging comes from raising the center of mass at the lowest point of a swing.

I also recently found a method of swinging that maximizes this energy gain. You squat on the swing, and stand up every time it gets to the lowest point of a swing. I can swing to almost horizontal with just five passes like this.

What i want to know is whether or not there are programs/methods for tracking the center of mass of a human. Perhaps through input of the majors joints in the body (ankle, hip, shoulders, top of head, elbows, hands, knees), or something. If not, what is the least amount of input that can generate a fairly good estimate of where the center of mass is?

Assuming average human proportions, ignoring deviations like obesity, or bodybuilder type bodies where the upper body is disproportionately large. (imagining a body builder play on a swing is pretty amusing)

Any ideas are welcome, even not very doable ones.

Clarification: input can be either 3d(actual location) or 2d (video)
 
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