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imageimage-processingcomputer-visionpattern-recognition

Probability map of an image


Probability map of an image can be calculated as bellow, may be it help someone

1

We have a probability matrix which has probabilty for each class. Let this be x=[x1 x2 x3 x4] for 4 classes

2

to get probability map we will have four separate images for each class. let for class x1 x1=x1*255. this will be the pixel value for labeling.

3

Now for each class we will multiply this 255 with each probability value and will set value in the image this one.

4

as a result we will have four gray scale images and these are called probability maps.


Solution

  • You could generate 6 maps for all classes. Or you could select 6 different colors, and use the probability to interpolate a new color, then you will get just one map.