The present invention is a method for scalable video coding using a wavelet based error resilient probabilistic approach for heterogeneous display devices with varied bit rate, quality and resolutions support, the method comprising steps of processing the video stream by using a system by using a parameter unsupervised model, acquiring channel parameters by using mixture model, updating algorithm for making scalable bit streams error resilient, computing the error parameters, and using stochastic approximation for mapping uncertainties leads to efficient error resilient video encoding.
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