Segmented Mean Shift: why difference among preview, segmented image end vectorized features?

enricobonansea

We are trying to use segmentation tools in ArcGIS Pro 1.3.1  to classify satellite images.

We followed the two possible ways::

1) accessing from ""Classification tool/ segmentation" in the Raster layer /Data" tab

2)  accessing ro "segmentation Mean shift command"  in the Spatial Analyst Toolbox

to obtain a segmented image and a vector layed derived from.

Case1

In the first case the preview option shows the segment borders  and this is vey usefull to set the proper parameters values (spectral, spatial detail, segment size, bands).

Once you run the tool a segmente image is created but segments are very different from the preview segment borders 

Case 2

In the second case (Segment MS in Toolbox)it's not possible to have a preview. but running the tool with the same parameters values you obtain a segmented image similar to the case 1

After, if you run a raster2 vector command the polygons reflects the segmentation but are very different from the preview generated in case 1.

The question are:

1)  why preview segment borders are so different from the segmented mean shift images?

2) how to control the segment image details to be like the segment borders shown in the preview?

Thank you

Enrico

Here an example : thin line are segmnent borders from preview  (case1) , thicker border are from vectorization from segmented mean shift image (following case 2)

HuaWei

Enrico,

Thank you for this informative posting. 

Some short notes: 

1. The two tools use the same code behind the scene.

2. Segment borders or color patches are different representations of same results. 

3. The preview is closest to the result when you zoom to source resolution and make sure the display is large enough. So you want to fine tune you parameters in this setting. 

Now the long story of why:

Preview is based on raster functions, which are on-the-fly processing, meaning it processes pixels currently on display (resampled to display resolution and within display extent). This is not an issue for local operations like NDVI. But it may cause a difference for regional operations like segmentation. On the other hand, actually running the tool to write out the result, will always process at source resolution. 

So if you zoom out/in too far away from source resolution when preview, you may see different results. 

Let me know if this helps, and feel free to post your updates. 

Thanks.