Could someone suggest me how to go about getting the wind filter effect in opencv similar to the one available in photoshop and gimp?
Here is an image of text with wind styled filter applied on it.

Thanks
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I suggest the following steps:
Use the original text image as a mask. White pixels are ‘1’, blacks are ‘0’.
Smooth the image in X direction (like in the example image you added)
horizontal vector filter
distance is calculated only along x
axis.
run faster
Multiply the result by (1-mask) so smoothing will occur only outside the text.
Multiply each row of the result by random number in range [0.1 ..1]. This will make smoothing uneven.
Add to the result the original image of the text to get the final image