Any other method similar to template matching?

asked 2017-12-28 00:36:52 -0500

Reward gravatar image

I am trying to identify the basketball courts in my area, I've tried multiple methods/tutorials from the OpenCV website. E.g. Feature Matching + Homograph, Brute-Force Matching, FLANN Based Matcher, Multi Scale template matching, SIFT etc

I have also tried processing the image first before doing such task, tried canny edge detection, hough transform etc

But it is not able to identify the courts as desired. Is there any other methods that i can try?

This is the query image:

Query Image

This is the training image: Training Image

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