A standard USB port can put out a max 500 mA on a port (which is the max that the USB standard calls for). On a lower-end PC, the USB ports often share a bus that further imposes a limit on the total amount sent to all the ports.
iPads require 1000 mA to charge (note the power output information on the iPad power brick). I don't know of any PC vendor, other than Apple, that equips their systems with USB ports that can put out that much power. I presume that there are probably vendors of high-end motherboards for do-it-yourself PCs that offer such a feature.
To charge your iPad, you will need to use the provided charging accessory, a certified iPad-compatible accessory, or connect the device to a Mac computer with a late-model Mac (well, at least since late 2009).