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How to reduce false positives for face detection when the scene is too small for eye detection?

I'm using the CascadeClassifier object to detect faces in a video sequence, but I'm seeing a high rate of false positives. To combat this, I thought I would try to detect eye pairs within the ROI of the detected faces, but several of my videos seem to be too low resolution to do the eye detection.

What is the recommended alternative for avoiding false positives?

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How to reduce false positives for face detection when the scene is too small for eye detection?detection

I'm using the CascadeClassifier object to detect faces in a video sequence, but I'm seeing a high rate of false positives. To combat this, I thought I would try to detect eye pairs within the ROI of the detected faces, but several of my videos seem to be too low resolution to do the eye detection.

What is the recommended alternative for avoiding false positives?