“…However, because of their flexibility, DLOs are often prone to complex tangling, which complicates manipulation. In addition, the complicated structures made by DLOs usually have unique topology-induced mechanical properties [9]- [13] and are, therefore, used to tie knots for sailing, fishing, climbing, and various other engineering applications. Given all of the above, a robust, efficient, and accurate perception algorithm for DLOs is crucial to both deformable material manipulation and soft robotics.…”