Restrict a library view for document uploader

Want to create a SP library where people will be uploading documents from different departments. 

Is there a way that i can lockdown a view where anybody coming in can only see their own uploads?

Maybe use the last modified column or create a person column?

The owner and small group does need the ability to see them all. ty