Lexical Semantics is concerned with how words encode mental representations of the world, i.e., concepts . We call this type of concepts, classification concepts . In this paper, we focus on Visual Semantics , namely on how humans build concepts representing what they perceive visually. We call this second type of concepts, substance concepts . As shown in the paper, these two types of concepts…