CODEWITHSUNDEEP
opencvfeature-extractionedge-detectionfeature-detectiontrackbar
Stuart Ward
Stuart Ward

Reputation: 1

Automatically Determine Best Filter Values for Feature Matching

I am using SIFT to match features between two videos. I would like my HSV/CannyEdge filter trackbar GUI to automatically adjust parameters based on what will result in optimal feature-matching results. Because the feature matching is happening on a frame-by-frame basis, the parameter values (for what is optimal) might differ as I feature-match throughout the video.

Trackbar GUI. Applies adjustable image processing filters

Because there are so many possible parameter value variations, I am wondering what is the best way to automatically find the best combination. I would apply this technique to both images for the feature matching

Doing this manually is too time-consuming and I need an automatic way of maybe with brute-forcing every parameter value combination to find the best feature-matching result between the two images.

Upvotes: 0

Views: 72

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