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Open access Aug 2026

Semantic Topological Multi-Scale Part Network for Fine-Grained Visual Classification

A Prior-Guided Part Aggregator (PGA) is designed, which leverages the foreground prior provided by foundation models to guide discriminative part discovery, enhancing target region responses while suppressing background interference, and a Topology-Informed Semantic Graph Convolutional Network (TIS-GCN) is designed to...

Xue-Rong Liu, Min Zhi, Yan-Jun Yin et al. · 0 citations

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