WilhelmusLab / IceFloeTracker.jl

Julia package for ice floe tracker
https://wilhelmuslab.github.io/IceFloeTracker.jl/
MIT License
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Long-tracker translation #338

Open tdivoll opened 1 year ago

tdivoll commented 1 year ago

Lots of code in the original MATLAB script; much may not be needed.

Need to look at start day and next day.

@danielmwatkins can you add a description of the minimum functionality needed?

danielmwatkins commented 10 months ago

Rather than translating MATLAB script, the plan is to work within the Julia code to develop methods for extending the image search to multiple floes. A key first step is the addition of floe labels.

I think the minimum functionality (which is probably doable on our end) is something like this:

max_days = (something) max_distance = (max_speed * elapsed_time)

for floe in (image such that floe is not matched):
    for next_image in (images with time < max_days):
       for floes within max_distance:
            look_for_matches(floe, next_image_floes)

So in order to do this, we'd need to

cpaniaguam commented 10 months ago

352

danielmwatkins commented 1 month ago

Coming back to this, we do really need a way to extend floe tracking past small gaps from cloud cover and/or from segmentation errors. I'm not sure whether this is best addressed in the Julia package or in the pipeline, though.