While their relationship is filled with affection and they clearly care deeply for each other, Roseanne's personality and the show's comedic tone make it unlikely that she would ever explicitly express those feelings in such a straightforward way.
Instead, their love is shown through their actions, playful banter, and enduring support for one another.