Sketch recognition model based on improved CycleGAN network and dual attention mechanism

Abstract To improve sketch recognition accuracy, this study proposes an enhanced sketch recognition model based on an improved CycleGAN network and a dual attention mechanism. The proposed model first incorporates multi-directional convolution and brightness equalization modules into the CycleGAN ne...

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Xehetasun bibliografikoak

Egile Nagusiak:	Yun Wang, Li Xie, Mengyi Huang
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	Nature Portfolio 2026-03-01
Saila:	Scientific Reports
Gaiak:	sketch recognition CycleGAN network channel attention module spatial attention module dual attention mechanism
Sarrera elektronikoa:	https://doi.org/10.1038/s41598-026-44146-8
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