Viejo Hernando, Diego, Cazorla, Miguel 3D Feature Extraction and Modelling for SLAM URI: http://hdl.handle.net/10045/34240 DOI: ISSN: Abstract: Several works deal with 3D data in mobile robotic problems. Data come from any kind of sensor providing a huge amount of unorganized 3D data. In this paper we detail an efficient method to build complete 3D models including planar surfaces and creases from a 3D scene. This information can be used to compute the movement performed by a mobile robot by means of a 3D models registration algorithm. Some promising results are shown for both outdoor and indoor environments. Keywords:3D Feature extraction, 3D Modelling, SLAM info:eu-repo/semantics/conferenceObject