How to prevent from background hit rate that can be achieved by manual adjustment of the trigger thresholds (average pixel brightness and max pixel brightness) in the background region. Proposal:
Improve autocalibration by using more advanced histograms
Run autocalibration obligatorily.
User who detects with own parameters (different than from autocalibrated) is classified (flagged) as "expert", flag sent to the server.
How to prevent from background hit rate that can be achieved by manual adjustment of the trigger thresholds (average pixel brightness and max pixel brightness) in the background region. Proposal: