“…Classification of underwater targets from the acoustic backscattered signals includes discrimination between target and non-target objects as well as the description of background clutter . There are a lot of components that complicate this procedure such as: non-repeatability and alteration of the target signature with aspect angles, ranging and grazing angle , challenging natural and man-made clutter (Pailhas et al, 2012), effects of latitude and longitude (Williams, Fakiris, 2014), highly variable and reverberant working environment (Pan et al, 2014;Zhou, Zhang, 2005), dependency on the water's temperature, the salinity, the depth (Aubry et al, 2012) and the lack of any preknowledge about the form and the geometry of the non-target (Chu, Stanto, 2010).…”