Which method will be called for descriptor matching with the following code matcher = cv2.DescriptorMatcher_create(2) ?
Question
Which method will be called for descriptor matching with the following code
matcher = cv2.DescriptorMatcher_create(2)
``` ?
Solution
The method that will be called for descriptor matching with the following code matcher = cv2.DescriptorMatcher_create(2)
is the Brute-Force matcher (BFMatcher).
Here's a step-by-step explanation:
-
cv2.DescriptorMatcher_create(2)
is a function in OpenCV that creates a descriptor matcher object. -
The argument
2
corresponds to the type of matcher to be created. In OpenCV, there are three types of matchers: Brute-Force matcher (BFMatcher), FlannBased matcher, and BruteForce-Hamming matcher. They are represented by the numbers 1, 2, and 3 respectively. -
Therefore,
cv2.DescriptorMatcher_create(2)
creates a Brute-Force matcher. -
The Brute-Force matcher is a simple descriptor matcher that matches the descriptors in the first set with the descriptors in the second set using a simple distance calculation.
-
After creating the matcher, you can use the
match()
orknnMatch()
methods to match the descriptors.
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