Here's why:
* Common nouns refer to general things or people. They are not capitalized unless they are at the beginning of a sentence.
* Proper nouns refer to specific people, places, or things. They are always capitalized.
Since "leaves" refers to the general, plural form of the foliage on a plant, it is a common noun.