Synonyms for Lenticular (same or very similar meaning)
WordNet sense 1 (convex on both sides; shaped like a lentil):
biconvex, convexo-convex, lentiformWordNet sense 2 (curving or bulging outward):
convex, bulgingFrom the ODE community, based on WordNetadd/edit