LanczosResize is intended to sharpen an image. So I would recommend it in shrinking only. BicubicResize with the default parameters is a quite neutral resize (no sharpening no blurring) So if you want to compare Bicubic with Lanczos try BicubicResize(500,500, 0, 0.7)