Arduino to grab frames from USB camera?

I would like to put a USB based amateur telescope camera on an Arduino, grab a frame every 5 or 10 seconds, and store them on a SD card. The data is about 1MB/image or 100kB/sec to 200kB/sec.

Is this feasible? How hard will the USB interfacing be?