Abstract10.1 Introduction10.2 Datasets and artificial intelligence enabled platforms10.3 AI-based robotic vision10.4 Applications of robotic vision toward pedestrian detection10.5 Major challenges in pedestrian detection10.6 Advanced AI algorithms for robotic vision10.7 Discussion10.8 ConclusionsReferencesFurther reading