... to inaccurate loop closure detection and significant trajectory errors, thereby affecting mapping performance. The aim of this research is to develop a robust loop closure detection framework to enhance the overall accuracy of SLAM . Design/methodology/approach The algorithm uses a visual Bag-of-Words...