Independent projects — infrastructure, robotics, technology surveys, and corporate research
Tag · 1 entries

#Bag-of-Words

September 19, 2026 Computer Vision Primer

Loop Closure Primer — Fixing a SLAM System's Drift All at Once, Around a Loop

Loop closure is the process of recognizing that a robot has returned to a previously visited place, and distributing the accumulated self-localization error across the whole map. This article systematically explains place recognition, image retrieval, geometric verification, pose-graph optimization, defenses against false positives, and current SLAM implementations and research.