Accuracy Assesment of Image Classification in ArcGIS Pro ( Confusion Matrix and Kappa Index )

Поделиться
HTML-код
  • Опубликовано: 26 ноя 2024

Комментарии • 34

  • @GEO2004
    @GEO2004  3 года назад +1

    Image Segmentation, Training samples collecting, Ground truth and Reference data handling, in a single video tutorial, here ruclips.net/video/EHancD_AWF0/видео.html

  • @rachanagupta368
    @rachanagupta368 22 дня назад

    How to get reference classified data of years??

    • @GEO2004
      @GEO2004  22 дня назад

      Field survey, higher quality data, government data, etc

  • @FahadKhan-nt2qp
    @FahadKhan-nt2qp 4 года назад +1

    How we can make references data ?

    • @GEO2004
      @GEO2004  4 года назад

      I think it is already clear from the video, you can use georeferenced raster image

    • @GEO2004
      @GEO2004  2 года назад

      Yeah, the video just an example, you can always doing the analysis using your own data for best result

  • @vaishna2111
    @vaishna2111 3 года назад

    how to generate confusion matrix in arc map

    • @GEO2004
      @GEO2004  3 года назад

      It can be done, but the processing steps would be very long, I will try to make one in the future

  • @tutorialgeospasial8917
    @tutorialgeospasial8917 4 года назад

    How about area-based accuracy assessment? can ArcGIS Pro do that?

    • @GEO2004
      @GEO2004  4 года назад

      Technically it should be a point, but you can convert the raster to points and use them for the confusion matrix, it will have not so much different result,
      About pure area based confusion matrix, QGIS 2.X has plugin about it. I once made tutorial about it at 2018, just browse my channel to find it

  • @abdulrashidhassan7649
    @abdulrashidhassan7649 4 года назад

    Thanks so much for this video!!!
    Please I am mapping marginal land in Europe using open source datasets like Sentinel-2 Global land cover(S2glc), Corine land cover, Pan-European High Resolution Layers (HRL) tree cover density, Natura 2000 network , DEM, European Soil Database Derived data etc... please do you have any suggestions on the type of reference dataset i can use for the accuracy assessment or any other suggestions please.

    • @GEO2004
      @GEO2004  4 года назад

      Can you be more specific about what kind of accuracy assessment you are going to do? It is for the marginal land or for the mentioned landcover data?

    • @abdulrashidhassan7649
      @abdulrashidhassan7649 4 года назад

      @@GEO2004 Thanks for your reply, for the marginal lands after using those datasets to map it.

    • @abdulrashidhassan7649
      @abdulrashidhassan7649 4 года назад

      @@GEO2004 Thanks for your reply, I want to carry out the accuracy assessment for the marginal lands after using the mentioned datasets to mapping them.

    • @GEO2004
      @GEO2004  4 года назад

      I dont know if marginal land is theoretically logic to be evaluated using accuracy assessment, my opinion is it isnt.
      It is because marginal land is a concept, it is not a physical features in earth surface like landcover or terrain. Marginal land is a complex concept that can be characterized by few or many physical features like soil condition, terrain slope, vegetation cover, climatic condition etc. By this way, marginal land cant be measured directly in the field like true physical features, so in my opinion this concept cant be evaluated using accuracy measurement.
      And because it is a concept, it lies in the conceptual/perspective level, it is very subjective, you and me probably have different opinion about what marginal land is.
      But on the technical side, if you still think that marginal land can be evaluated using accuracy assessment, what you can do is try to search official marginal land map published by official/government agency in your area of interest, and use it as reference data for the accuracy assessment

    • @abdulrashidhassan7649
      @abdulrashidhassan7649 4 года назад

      @@GEO2004 Thank you so much for this detailed reply but please do you have any idea to give me on concepts i can use for performance evaluation after the whole theoretical mapping process.

  • @robabeesmaeeli8905
    @robabeesmaeeli8905 2 года назад

    I have a reference map, and i want to match its class name and class value with classified one. but reference map in uneditable. can you help me to solve it, please?

    • @GEO2004
      @GEO2004  2 года назад +1

      Did your reference map come in raster format? If it is yes, then you must convert it to vector data first

    • @robabeesmaeeli8905
      @robabeesmaeeli8905 2 года назад

      @@GEO2004 thank you for your answer. it is exported from Envi in "Erdas Imagin" format and its extension is ".img". should it be changed? I am sorry, I am new to this.

    • @GEO2004
      @GEO2004  2 года назад

      Yes, it is a raster, unless you convert it to vector, you can't edit it

    • @robabeesmaeeli8905
      @robabeesmaeeli8905 2 года назад

      @@GEO2004 I don't know how to thank you for helping me. can you recommend me any training video on this matter on youtube? I tried with one but the result was odd!

    • @GEO2004
      @GEO2004  2 года назад

      Just search for "raster to vector conversion" on youtube, you will find a bunch of videos about that matter.

  • @endythorino83
    @endythorino83 3 года назад

    how we can get reference?

    • @GEO2004
      @GEO2004  3 года назад

      I have an example how to get reference data, check this video ruclips.net/video/EHancD_AWF0/видео.html

  • @jannatunnimenishat6835
    @jannatunnimenishat6835 3 года назад

    Can you please show how to take the refence data

    • @GEO2004
      @GEO2004  3 года назад

      I think I already answered it in another replies

    • @jannatunnimenishat6835
      @jannatunnimenishat6835 3 года назад

      Thanks. But if you made a separate video on then it way help me alot.

    • @GEO2004
      @GEO2004  3 года назад

      @@jannatunnimenishat6835 okay I will do that when I have spare time,

    • @GEO2004
      @GEO2004  3 года назад

      already done in this video ruclips.net/video/EHancD_AWF0/видео.html