machinevisiontoolbox.Image.AKAZE

Image.AKAZE(**kwargs)

Find AKAZE features in image

Inheritance diagram of machinevisiontoolbox.ImagePointFeatures.AKAZEFeature

Parameters:: kwargs – arguments passed to OpenCV
Returns:: set of 2D point features
Return type:: AKAZEFeature

Returns an iterable and sliceable object that contains AKAZE features and descriptors.

Example:

>>> from machinevisiontoolbox import Image
>>> img = Image.Read("eiffel-1.png")
>>> akaze = img.AKAZE()
>>> len(akaze)  # number of features
1445
>>> print(akaze[:5])
AKAZEFeature features, 5 points

References:

Fast explicit diffusion for accelerated features in nonlinear scale spaces. Pablo F Alcantarilla, Jesús Nuevo, and Adrien Bartoli. Trans. Pattern Anal. Machine Intell, 34(7):1281–1298, 2011.

Seealso:

AKAZEFeature cv2.AKAZE