Is it possible to detect CNV without having a reference control group/sample?

Hi, I’m trying to detect CNV from NGS data. I understand that there are many CNV detection methods published and freely available. My question is; is it a must to define a control group (reference) for detecting CNV in a query sample? I’d be very surprise to get a NO answer, and looking forward learning about such and tool .. Thanks!