The basic difference is that most folks see innovation as a brainstorming approach whereby you generate solutions then find problems for them to solve verses the more successful UCD style approaches that focus on redefining the problem, first.
FORBES: How To Know Your Company Is (NOT) Ready To Innovate And What To Do About It