An Improved Generative Adversarial Network for Generating Multi-Scale Electronic Map Tiles Considering Cartographic Requirements

An Improved Generative Adversarial Network for Generating Multi-Scale Electronic Map Tiles Considering Cartographic Requirements

Multi-scale electronic map tiles are important basic geographic information data, and an approach based on deep learning is being used to generate multi-scale map tiles. Although generative adversarial networks (GANs) have demonstrated great potential in single-scale electronic map tile generation,...

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Bibliographic Details
Main Authors: Wei Zhu, Qingsheng Guo, Nai Yang, Ying Tong, Chuanbang Zheng
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:ISPRS International Journal of Geo-Information
Subjects:
generating adversarial networks
serial generative adversarial network
cartographic generalization
multi-scale electronic map tiles
auxiliary information
Online Access:https://www.mdpi.com/2220-9964/13/11/398
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