vjsharma, generally who will refer to people and that will refer to groups or objects. There's a nice explanation here:
http://grammar.quickanddirtytips.com/wh ... -that.aspxAlthough "that" has been used to refer to people in writing, "who" would be preferred.
"That" is fine to use with plural nouns: The mittens that I took on the ski trip are red.