Sep 1, 2022 · To train LEGAN, a Mutual Information Distillation (MID) loss is designed, which maximizes the dependencies of high-level semantics and the dependencies of low-level …

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Mar 15, 2022 · In the early research on low-light image enhancement, traditional methods [5], [6] generally use hand-crafted features as input and utilize optimization strategy and rules to …

LEGAN: A Light and Effective Generative Adversarial Network for Medical Image Synthesis

To address the above issues, a Light and Effective Generative Adversarial Network (LEGAN) is proposed to generate high-fidelity medical images in a lightweight manner. In particular, a …

This is Paired Normal/Low-light Images (PNLI) dataset and Pytorch implementation of LE-GAN: Unsupervised Low-light Image Enhancement Network using Attention Module and Identity …

Sep 1, 2022 · To address the above issues, a Light and Effective Generative Adversarial Network (LEGAN) is proposed to generate high-fidelity medical images in a lightweight manner. In …

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