I can't understand the meaning of 背が高い人. From what I've heard you can't just say 高い on a non living object, so what is the meaning of 背 exactly?
背が高い人 means "tall person".
高い人 (without 背) has a different meaning.
高い人 means "arrogant person", someone who looks down on other people.