OAuth non-interactive login

I'm building a co开发者_运维问答nsole application that needs to access information from REST API secured with OAuth. Is it possible to run it in background i.e. w/o requiring browser redirection for authentication. The only option I see right now is to mimic browser but this seems too messy.