Jianhua Cheng

Accurate and Efficient Loop Closure Detection With Deep Binary Image Descriptor and Augmented Point Cloud Registration

Loop Closure Detection (LCD) is an essential component of Simultaneous Localization and Mapping (SLAM), helping to correct drift errors, facilitate map merging, or both by identifying previously observed scenes. Despite its importance, traditional LCD algorithms based on single sensor such as camera…