Can I charge my Exilim camera using just the USB cord and my computer?

I can't find the charger for my Casio Exilim camera so I'm wondering if it will charge if I plug it into my computer's usb port (it works for my Kodak Zi8!). The model number is EX-Z150. There aren't any lights on, is it charging!?