Cross-Scene Building Identification Based on Dual-Stream Neural Network and Efficient Channel Attention Mechanism
Wenmei Li,
Jiadong Zhang,
Hao Xia
et al.
Abstract:With the widespread popularity of deep learning, various neural network models are extensively employed in the recognition, classification, and segmentation of remote sensing images. Convolutional neural networks (CNNs), fully convolutional networks (FCNs), including their variants like Unet, have demonstrated significant results within this particular domain. Nevertheless, CNNs exhibit limitations when it comes to grasping extended global dependencies. Conversely, transformers exhibit exceptional ability in e… Show more
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