ENH: Deep refactoring of VegetationIndices Functor and Filter interfaces. All filter now derive from itk Functor filter, and base functor classes are available to provide full support of either VectorImage with UnaryFunctorImageFilter or Image with BinaryFunctorImageFilter or TernaryFunctorImageFilter

ENH: creation of the first class for Inner product calcultation (streaming inner product estimation)