Downsample data preserving regions with high curvature











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I want to do the following:




  • Plot some two-dimensional data wich uses way too many mesh points.

  • Reduce the number of mesh points by a factor of three.

  • In this plot are some regions with high curvature and some with low curvature, and I cannot remove the data in high-curvature regions but I can live without some data in low-curvature regions.


Is there any simple way to do this?



I tried the MATLAB functions downsample, interpolate, resample, interp, interp1, and upfirdn but none of them seems to solve my problem since they all have something to do with signal and frequency, but my problem is not of this kind.










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    It would be useful if you added an example data set or function with this behaviour, so we can easily suggest solutions (a Minimal, Complete, and Verifiable example). Do you have a function (i.e. which you could differentiate) or just discrete data points?
    – Wolfie
    Nov 19 at 12:18















up vote
1
down vote

favorite












I want to do the following:




  • Plot some two-dimensional data wich uses way too many mesh points.

  • Reduce the number of mesh points by a factor of three.

  • In this plot are some regions with high curvature and some with low curvature, and I cannot remove the data in high-curvature regions but I can live without some data in low-curvature regions.


Is there any simple way to do this?



I tried the MATLAB functions downsample, interpolate, resample, interp, interp1, and upfirdn but none of them seems to solve my problem since they all have something to do with signal and frequency, but my problem is not of this kind.










share|improve this question









New contributor




user449911 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
















  • 2




    It would be useful if you added an example data set or function with this behaviour, so we can easily suggest solutions (a Minimal, Complete, and Verifiable example). Do you have a function (i.e. which you could differentiate) or just discrete data points?
    – Wolfie
    Nov 19 at 12:18













up vote
1
down vote

favorite









up vote
1
down vote

favorite











I want to do the following:




  • Plot some two-dimensional data wich uses way too many mesh points.

  • Reduce the number of mesh points by a factor of three.

  • In this plot are some regions with high curvature and some with low curvature, and I cannot remove the data in high-curvature regions but I can live without some data in low-curvature regions.


Is there any simple way to do this?



I tried the MATLAB functions downsample, interpolate, resample, interp, interp1, and upfirdn but none of them seems to solve my problem since they all have something to do with signal and frequency, but my problem is not of this kind.










share|improve this question









New contributor




user449911 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.











I want to do the following:




  • Plot some two-dimensional data wich uses way too many mesh points.

  • Reduce the number of mesh points by a factor of three.

  • In this plot are some regions with high curvature and some with low curvature, and I cannot remove the data in high-curvature regions but I can live without some data in low-curvature regions.


Is there any simple way to do this?



I tried the MATLAB functions downsample, interpolate, resample, interp, interp1, and upfirdn but none of them seems to solve my problem since they all have something to do with signal and frequency, but my problem is not of this kind.







matlab plot resampling






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user449911 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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edited Nov 19 at 12:14









Wolfie

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14.5k51741






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asked Nov 19 at 12:04









user449911

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61




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user449911 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.






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Check out our Code of Conduct.








  • 2




    It would be useful if you added an example data set or function with this behaviour, so we can easily suggest solutions (a Minimal, Complete, and Verifiable example). Do you have a function (i.e. which you could differentiate) or just discrete data points?
    – Wolfie
    Nov 19 at 12:18














  • 2




    It would be useful if you added an example data set or function with this behaviour, so we can easily suggest solutions (a Minimal, Complete, and Verifiable example). Do you have a function (i.e. which you could differentiate) or just discrete data points?
    – Wolfie
    Nov 19 at 12:18








2




2




It would be useful if you added an example data set or function with this behaviour, so we can easily suggest solutions (a Minimal, Complete, and Verifiable example). Do you have a function (i.e. which you could differentiate) or just discrete data points?
– Wolfie
Nov 19 at 12:18




It would be useful if you added an example data set or function with this behaviour, so we can easily suggest solutions (a Minimal, Complete, and Verifiable example). Do you have a function (i.e. which you could differentiate) or just discrete data points?
– Wolfie
Nov 19 at 12:18

















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