To eliminate unnecessary background information, such as soft tissues in original CT images and the adverse impact of similarity adjacent spines on lumbar image segmentation surgical path planning, a two-stage approach for localising segments is proposed. First, based multi-scale feature fusion technology, non-linear regression method used to achieve accurate localisation overall spatial region...