Plant-Tracer / webapp

Client and Server for web-based JavaScript app
GNU Affero General Public License v3.0
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3d motion tracking #162

Open sbarber2 opened 7 months ago

sbarber2 commented 7 months ago

So far, all of the motion tracking methods under near-term consideration are based on a single-camera 2D, setup.

The team has discussed the idea of 3D motion tracking and analysis several times, and the idea keeps coming up.

There is a lot to be gained by tracking and analyzing plant motion in 3D with at least two cameras. See, for example, the paper by Stolarz, et al. titled Circumnutation Tracker: novel software for investigation of circumnutation. (Note that this paper describes the analysis of circumnutation, not the automated tracking thereof.)

This Issue then is a mere very high-level placeholder to applying 3D tracking and analysis to various types of motion and various tracking methods -- it's a wish and a reminder more than a specification. It's a call for ideation and further research and experimentation prior to determining which 3D features to add to Plant-Tracer/webapp, if any.

simsong commented 7 months ago

We should research the literature of inferring 3-D imagery from a 2-D camera. Certainly, something getting slightly larger would imply that it’s getting closer, and something getting slightly smaller would imply that it’s getting further away. Somebody must have done this.

On Wed, Nov 22, 2023 at 12:40 PM Steve Barber @.***> wrote:

So far, all of the motion tracking methods under near-term consideration are based on a single-camera 2D, setup.

The team has discussed the idea of 3D motion tracking and analysis several times, and the idea keeps coming up.

There is a lot to be gained by tracking and analyzing plant motion in 3D with at least two cameras. See, for example, the paper by Stolarz, et al. titled Circumnutation Tracker: novel software for investigation of circumnutation https://plantmethods.biomedcentral.com/articles/10.1186/1746-4811-10-24. (Note that this paper describes the analysis of circumnutation, not the automated tracking thereof.)

This Issue then is a mere very high-level placeholder to applying 3D tracking and analysis to various types of motion and various tracking methods -- it's a wish and a reminder more than a specification. It's a call for ideation and further research and experimentation prior to determining which 3D features to add to Plant-Tracer/webapp, if any.

— Reply to this email directly, view it on GitHub https://github.com/Plant-Tracer/webapp/issues/162, or unsubscribe https://github.com/notifications/unsubscribe-auth/AAMFHLHHU3CKYSYUTOENDKTYFXXDPAVCNFSM6AAAAAA7WFMH3WVHI2DSMVQWIX3LMV43ASLTON2WKOZSGAYDMMRVG4ZTQMA . You are receiving this because you are subscribed to this thread.Message ID: @.***>