Camera Guidelines for Face Recognition
- Last Updated:Jun 06, 2024
- 2 minute read
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For best results, use H5A cameras.
Note: H5A Fisheye cameras do not support Face Recognition.
- Ensure the scene is well-lit.
- Mount the camera so that people in the scene are front-facing and are not looking down. Let the camera angle determine mounting height.
- For optimal results, tilt the camera up to 30 degrees from horizontal. Shallower angles will produce better results.
- Mounting heights of 2.8 m (9 ft) or lower typically have a good angle on faces.
Note: Given the fixed lens and the steeper angle of the H5A Corner CR2, face matching performance is highly dependent on pose. For matching to occur, a person's face must be facing the direction where the camera is mounted, within 10° from the center of the camera's view.
Match Confidence and Camera Resolution
- The Match Confidence is how certain the system is that a detected face matches a profile.
- This determines the balance between false positives and false negatives.
- By default, Face Watch Lists use a Medium match confidence, but this can be set for watch lists or individual profiles.
- Position your cameras to capture faces with the minimum pixels on face required. The following table shows how many pixels on face must be captured by H5A cameras to detect a match.
- Follow the guidelines above are for the best results, but Face Recognition will still work on cameras with more relaxed guidelines.
- H4A cameras can also be used but will only detect front-facing faces. These cameras only detect and match faces on a 2 MP resolution, regardless of the actual camera resolution. The minimum pixels on face required are 80, 50, and 40 for High, Medium, and Low match confidence respectively.
Match Confidence | Camera Resolution | Minimum Pixels on Face | Pixels per Meter | Pixels per Foot |
---|---|---|---|---|
High | All resolutions | 80 | 457 | 137 |
Medium | 6 MP or lower | 50 | 286 | 86 |
8 MP | 60 | 343 | 103 | |
Low and Very Low | 5 MP or lower | 40 | 229 | 69 |
6 MP | 50 | 286 | 86 | |
8 MP | 60 | 343 | 103 |