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Open access Aug 2026

EP-Net: An Equipment-Guided Dual-Stream CNN–Transformer Network for Fine-Grained Sports Image Classification

The Equipment-Primed Network (EP-Net) is proposed, a heterogeneous dual-stream architecture that treats sports equipment as a primary semantic cue for action discrimination and a Cross-Modal Channel Attention (CMCA) module that projects equipment features into the behavior-feature space and performs directional channel...

Xiaocui Sang, Chang-Wei Gu, Lei Zhao · 0 citations

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