Unsupervised Image Enhancement for Nonlinear Optical Microscopy with Scarce Samples

Yun-Jie Jhang, Xin Lin,Shih-Hsuan Chia,Wei-Chung Chen,I-Chen Wu,Ming-Tsang Wu,Guan-Yu Zhuo,Hung-Wen Chen

2023 Conference on Lasers and Electro-Optics (CLEO)（2023）

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摘要

We present an unsupervised model without any assumptions to enhance images in nonlinear optical microscopy. It only takes 30 training images and can be generalized to unseen samples. Qualitative and quantitative results show significant improvement.

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关键词

30 training images,nonlinear optical microscopy,scarce samples,unseen samples,unsupervised image enhancement,unsupervised model

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