Boundary-aware shape recognition using dynamic graph convolutional networks

doi:10.1016/j.patcog.2025.112511

Boundary-aware shape recognition using dynamic graph convolutional networks

2025-09-29

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DOI：10.1016/j.patcog.2025.112511

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• Making the first effort on applying Graph Convolutional Networks (GCNs) to 2D shape recognition. • Proposing a Boundary-Aware Shape Recognition Graph Convolutional Network (BASR-GCN) which integrates both the boundary and skeleton cues. • Introducing a multi-scale BASR-GCN to extract shape features at different scales.

Boundary-aware shape recognition using dynamic graph convolutional networks

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