Building Extraction from High-Resolution Aerial Imagery Using a Generative Adversarial Network with Spatial and Channel Attention Mechanisms

Segmentation of high-resolution remote sensing images is an important challenge with wide practical applications. The increasing spatial resolution provides fine details for image segmentation but also incurs segmentation ambiguities. In this paper, we propose a generative adversarial network with s...

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Principais autores:	Xuran Pan, Fan Yang, Lianru Gao, Zhengchao Chen, Bing Zhang, Hairui Fan, Jinchang Ren
格式:	Artigo
語言:	Inglês
出版:	MDPI AG 2019-04-01
叢編:	Remote Sensing
主題:	high-resolution aerial images deep learning generative adversarial network semantic segmentation Inria aerial image labeling dataset Massachusetts buildings dataset
在線閱讀:	https://www.mdpi.com/2072-4292/11/8/917
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