A large section of a Hard Rock Hotel under construction at the edge of New Orleans' historic French Quarter collapsed Saturday amid blinding dust and flying debris, killing one person and injuring more than 20 as rescue workers rushed into what was left of the largely unstable building to locate two people still unaccounted for.