DSCA-Net: Indoor Head Detection Network Using Dual-Stream Information and Channel Attention 来自 IEEEXplore 喜欢 0 阅读量: 112 作者:P Qin,W Shen,J Zeng 摘要: We propose a novel indoor head detection network using dual-stream information and multi-attention that can be used for indoor crowd ...
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DSC-Net effectively balances global contextual data with detailed features, making it particularly suited for blind road applications. This model uses a CNN as the primary encoder and the Swin-Transformer as a secondary encoder. Together, they constitute a parallel dual-encoder configuration resembling...
To overcome these limitations, we introduce Dual-Branch Swin-CNN Net(DSC-Net), a new method that integrates the global modeling capabilities of the Swin-Transformer with the CNN-based U-Net architecture. This combination allows for the hierarchical extraction of both fine and coarse features. ...
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