The decimation is one of the sampling method used to "lighten" a cloud point, ie to reduce the number of points in the cloud.
The best variant is one which consists in keeping an item in a defined radius, usually a point every 3 to 5 mm, which is sufficient to identify equipment bigger than 20 millimeters.