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In this work, we present a novel technique for ultrasound image processing. The development is carried out trough of the finite impulse response filter (FIR) and the Taylor polynomial approximation. Here, we showed the generic form of the Moving Average Hybrid filter (MAH) to the enhancing ultrasound imaging. Finally, we present any evaluations qualitative and quantitative to the improvement of MAH filter.