Yes, but the value of the collected data is much reduced if you can't distinguish between legitimate IMSIs and spoofed IMSIs of devices that were never actually there.
Since your IMSI catcher is basically just a proxy between the mobile phone and the real network, you can therefore easily detect that the IMSI is who it says it is.