The wetting transition of the Blume-Capel model is studied by a finite-size scaling analysis of L x M lattices where competing boundary fields +/- H-1 act on the first or last row of the L rows in the strip, respectively. We show that using the appropriate anisotropic version of finite-size scaling, critical wetting in d = 2 is equivalent to a "bulk" critical phenomenon with exponents alpha = -1, beta = 0, and gamma = 3. These concepts are also verified for the Ising model. For the Blume-Capel model, it is found that the field strength H-1c(T) where critical wetting occurs goes to zero when the bulk second-order transition is approached, while H-1c(T) stays nonzero in the region where in the bulk a first-order transition from the ordered phase, with nonzero spontaneous magnetization, to the disordered phase occurs. Interfaces between coexisting phases then show interfacial enrichment of a layer of the disordered phase which exhibits in the second-order case a finite thickness only. A tentative discussion of the scaling behavior of the wetting phase diagram near the tricritical point is also given.