Perceptual multimedia compression based on the predictive Kalman filter eye movement modeling (Proceedings Paper)

In this paper we propose an algorithm for predicting a person's perceptual attention focus (PAtF) through the use of a Kalman Filter design of the human visual system. The concept of the PAtF allows significant reduction of the bandwidth of a video stream and computational burden reduction in the case of 3D media creation and transmission. This is possible due to the fact that the human visual system has limited perception capabilities and only 2 degrees out of the total of 180 provide the highest quali

DOI: 10.1117/12.702748
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