Created
March 22, 2020 12:09
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some snippet of js with opencv matching
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let MAX_FEATURES = 500; | |
let imSceneGray = new cv.Mat(); | |
let imObjectGray = new cv.Mat(); | |
let orb = new cv.ORB(); | |
let kpScene = new cv.KeyPointVector(); | |
let descriptorsScene = new cv.Mat(); | |
let kpObject = new cv.KeyPointVector(); | |
let descriptorsObject = new cv.Mat(); | |
let bf; | |
let matches = new cv.DMatchVectorVector(); | |
let mask = new cv.Mat(); | |
// Convert images to grayscale | |
cv.cvtColor(imScene, imSceneGray, cv.COLOR_RGBA2GRAY, 0); | |
cv.cvtColor(imObject, imObjectGray, cv.COLOR_RGBA2GRAY, 0); | |
// Detect ORB features and compute descriptors. | |
orb.setMaxFeatures(MAX_FEATURES); | |
orb.detectAndCompute(imScene, new cv.Mat(), kpScene, descriptorsScene) | |
orb.detectAndCompute(imObject, new cv.Mat(), kpObject, descriptorsObject) | |
// create BFMatcher object | |
bf = new cv.BFMatcher(cv.NORM_HAMMING2, true); | |
// Match descriptors. | |
// bf.match(descriptorsScene, descriptorsObject, matches, mask) | |
if (descriptorsScene.size().width < 1 && descriptorsScene.size().height < 1 ) | |
{ | |
return; | |
} | |
bf.knnMatch(descriptorsObject, descriptorsScene, matches, 1) | |
// filtering bad matches... | |
for (let i = 0; i < this.size(); i++) { | |
// CPP: if (knn_matches[i][0].distance < ratio_thresh * knn_matches[i][1].distance) | |
if (this.get(i).get(0) !== undefined) | |
{ | |
debugger; | |
} | |
} |
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