Credit card leak

I live in Canada. Recently I saw someone take a picture of my credit card front and back after it fell out of my pocket. They ran but I’m a little worried. I assume they got my credit card number, CVV, and expiration date. Can you actually buy anything with those numbers or do you always need more (billing address/name on card)?