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Open access Aug 2026

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

Fine-grained visual classification (FGVC) aims to distinguish highly similar subcategories, and its performance relies heavily on the accurate modeling of discriminative local parts and their structural relationships. However, existing Vision Transformer-based methods are susceptible to background noise interference, a...

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

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