Fig. 1
From: Coarse-graining and the Haar wavelet transform for multiscale analysis
The coarse-graining procedure uses a simple averaging process to derive successive sub-signal scales (upper box). The same result can be obtained for power-of-two scales by averaging pairs of points from the preceding scale subsignal, as illustrated in the lower box