I am trying to apply a bounding box for the discontiguous region in the sample below. I found something in Matlab help docs on `regionprops`

but it did not explain anything about how to do it. I need the smallest Box that can contain all the blobs in the image.

Answer:

By default, when introduced with a `logical`

type input mask, `regionprops`

automatically apply `bwlabel`

to the mask and computes properties for each connected component of the input mask.

In your case, this is not a desirable behavior, since you want all the white pixels to be treated as past of the same component. To overcome this default behavior you simply need to cast the input mask from `logical`

to other data type.

```
st = regionprops( uint8( BW ), 'BoundingBox' ); %// cast to uint8
rect = st.BoundingBox; %// the bounding box of all white pixels
%// display the results
figure;
imshow( BW, 'border', 'tight' );
hold on;
rectangle('Position', rect, 'EdgeColor', 'r', 'LineWidth', 1.5 );
```

Resulting with

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