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Lighthouse-Guided Structured Inference

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Topology-Aware Skeleton Detection via Lighthouse-Guided Structured Inference

arXiv:2604.20123v2 Announce Type: replace Abstract: In natural images, object skeletons are used to represent geometric shapes. However, even slight variations in pose or movement can cause noticeable changes in skeleton structure, increasing the difficulty of detecting the skeleton and often resulting in discontinuous skeletons. Existing methods primarily focus on point-level skeleton point detection and overlook the importance of structural continuity in recovering complete skeletons.

arXiv CS 2d ago