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...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Remote Sensing
المؤلفون الرئيسيون: Xuran Pan, Fan Yang, Lianru Gao, Zhengchao Chen, Bing Zhang, Hairui Fan, Jinchang Ren
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2019-04-01
الموضوعات:
high-resolution aerial images
deep learning
generative adversarial network
semantic segmentation
Inria aerial image labeling dataset
Massachusetts buildings dataset
الوصول للمادة أونلاين:https://www.mdpi.com/2072-4292/11/8/917

الانترنت

https://www.mdpi.com/2072-4292/11/8/917

مواد مشابهة