@inbook{939a4f8cc58b449295dbdbfc53e9fb73,
title = "SAR-to-Optical Image Translation Based on Generative Artificial Intelligence",
abstract = "A cross-modal translation method from SAR images to optical images is provided in this chapter. Based on the latest generative artificial intelligence technologies, the interpretability of SAR images is enhanced. The basic principles and evaluation methods of generative adversarial networks and diffusion models are comprehensively elaborated. Two improved S2O algorithms are introduced, and their effectiveness is demonstrated through experiments. In terms of model design, two algorithm architectures, namely the dual-branch cycle-consistent and the diffusion model, are mainly introduced in this chapter.",
keywords = "Diffusion model, Generative adversarial network, Image cross modal translation, SAR image augmentation",
author = "Hang Chen and Jinyu Wang and Haitao Yang and Zhiliang Li and Zhengjun Liu and Lei Liu",
note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Switzerland AG 2026.",
year = "2026",
doi = "10.1007/978-3-032-12891-1\_9",
language = "英语",
series = "Studies in Computational Intelligence",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "217--247",
booktitle = "Studies in Computational Intelligence",
address = "德国",
}