Mahotas - Speeded-Up Robust Features

# importing various libraries
import mahotas
import mahotas.demos
import mahotas as mh
import numpy as np
from pylab import imshow, show
from mahotas.features import surf

# loading nuclear image
nuclear = mahotas.demos.nuclear_image()

# filtering image
nuclear = nuclear[:, :, 0]

# adding gaussian filter
nuclear = mahotas.gaussian_filter(nuclear, 4)

# showing image
print("Image")
imshow(nuclear)
show()


# getting Speeded-Up Robust Features
spoints = surf.surf(nuclear)
print("No of  points: {}".format(len(spoints)))

# importing required libraries
import numpy as np
import mahotas
from pylab import imshow, show
from mahotas.features import surf
 
# loading image
img = mahotas.imread('dog_image.png')

   
# filtering the image
img = img[:, :, 0]
    
# setting gaussian filter
gaussian = mahotas.gaussian_filter(img, 5)
 
# showing image
print("Image")
imshow(gaussian)
show()


# getting Speeded-Up Robust Features
spoints = surf.surf(gaussian)
print("No of  points: {}".format(len(spoints)))