Here's why:
* It lacks a subject and verb. It doesn't tell us who is doing the wearing.
* It doesn't express a complete thought. We don't know what's happening to the girl in the corner wearing blue.
To make it a complete sentence, you could add a subject and verb:
* The girl in the corner is wearing blue.
* She is wearing blue.
* A girl in the corner is wearing blue.