The research and application situation of palletizing robots was summarized. The application situation of machine vision in palletizing robots was introduced. The existing problems of palletizing robots were put forward, which were palletizing capability, control technology and cost. The solutions to these problems were proposed. Future development direction and research points of palletizing robots industrialization were also pointed out.