ImperialCollegeLondon / ImperialCollegeLondon/OpticalTracking

PathAverage interspecimen mean

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MATLAB
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Description

Top image shows raw data. left is after quantising. Right is using gaussian smoothing with 5 elements.

Don't think it makes sense to add smoothing when we average.

Image

In orange we have interspecimen average that keeps NaN => fillmissing, and in purple we have fillmissing => mean.
The features are the same, but average => fillmissing is smoother.
Image

Contributor guide

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Research direction

Start by locating the MATLAB implementation of PathAverage interspecimen averaging and inspect how fillmissing, averaging, and any Gaussian smoothing are ordered. Compare that behavior with the two cases described in the issue; done should mean the intended NaN handling and smoothing behavior are explicitly decided and verified against the reported plots.

Written by the indexing model from the issue text.

Assessment

Tech stack
matlab
Domain
data
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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