In filtration, a physical filter is used to pass the mixture through. The liquid passes through, and the solid is stopped by the filter.  In decantation, the mixture is allowed to settle down into layers, then the topmost layer is poured off. Alternatively, the bottom-most layer can be separated by using a stopcock.