In fact, some did, you can talk aboutNo one called them Capetians, however.
Though the English lost the Hundread Years Wars, the Plantagenêt did succeed for a short time to have one of them crowned as King of France : Henry VI, who was crowned at Notre Dame de Paris in 1432. Yet, because it was in Notre Dame and not Reims, and because the HYW was lost by England, he was never recognized by the French as a legitimate King.
No one called them Capetians, however.
Put me down as "Bourbon" but more specifically Orleanist.
Louis Philippe was ready to be a constitutional monarch, in a way that his Legitimist cousins weren't, and unlike his Bonaparte successor he was good at keeping out of war. About the best of an unpromising lot, at least as far as the 19C was concerned.