Does ROS already provides a package for doing SLAM only with the data coming for a depth camera, without the rgb data (for instance, this is the case of many ToF cameras) ? Some methods to do this, based on ICP, are listed here: 3D pose estimation and mapping with time-of-flight cameras

It uses depth and intensity data with ICP and SIFTand KLT for feature detection