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Using Kalman Filter to Estimate Scale Changes in Real-Time Camera Preview

I’m currently working on a real-time image processing application where I need to dynamically adjust the scale of objects in a live camera feed. The goal is to maintain consistent object sizing in the display as the camera or objects move closer or farther from the lens. I am considering using a Kalman filter for this task and would appreciate advice or validation on this approach.