This article develops a novel approach to the representation of singular integral operators Calderón–Zygmund type in terms continuous model operators, both classical and bi-parametric setting. The is realized as finite sum averages wavelet projections either cancellative or noncancellative type, which are themselves operators. Both properties out reach for established dyadic-probabilistic techn...