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Apr, 2023
通过频率引导扩散模型实现零样本医学图像翻译
Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models
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Yunxiang Li, Hua-Chieh Shao, Xiao Liang, Liyuan Chen, Ruiqi Li...
TL;DR
使用频域滤波器来指导扩散模型,以实现结构保留图像翻译的频率引导扩散模型(FGDM),同时在医学图像翻译中具有零样本学习的能力。 该模型在结构保留医学图像翻译任务中具有良好的性能。
Abstract
Recently, the
diffusion model
has emerged as a superior generative model that can produce high-quality images with excellent realism. There is a growing interest in applying diffusion models to image translation tasks. However, for
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