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Sunday, February 1

Trackin'

Tracking moving objects is an important objective for many autonomous systems. Computer vision is one way to do that.

Anthony Guinipero
Using cues about color and shape helps you find the object in the image. But when the object moves fast or there is shadows or glare the results can be disapointing. Enter the Kalman Filter...

Lisa Knauft

It helps blend noisy measurements with a predicative model of motion resulting in the "smooth like butter" trackers seen in these videos.

Stephen Allen