Researching | Multi-modal image reconstruction method based on Trans-MIR model

Optical Instruments, Volume. 46, Issue 5, 51(2024)

Multi-modal image reconstruction method based on Trans-MIR model

Yiming LI1... Hao WANG2, Ran LI2, Quan CHEN2, Haijun LU3, and Hui YANG12,* |Show fewer author(s)

Author Affiliations

¹School of Medical Instruments, Shanghai University of Medicine and Health Sciences, Shanghai 201318, China

²School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

³Nokia Shanghai Bell Co., LTD., Shanghai 201206, China

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Fig. 1. Schematic diagram of Trans-MIR architecture

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Fig. 2. Schematic diagram of Transformer module

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Fig. 3. Facial speckle data acquisition system

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Fig. 4. Reconstruction results of two-dimensional universal face speckle images with different scattering levels

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Fig. 5. Reconstruction results of the three-dimensional microtubule structure image

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Table 1. Reconstruction results of two-dimensional universal face images
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Table 1. Reconstruction results of two-dimensional universal face images
距离/mm 结构相似度
0 0.942
20 0.937
40 0.931

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Yiming LI, Hao WANG, Ran LI, Quan CHEN, Haijun LU, Hui YANG. Multi-modal image reconstruction method based on Trans-MIR model[J]. Optical Instruments, 2024, 46(5): 51

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Paper Information

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Received: Mar. 30, 2023

Accepted: --

Published Online: Jan. 3, 2025

The Author Email: YANG Hui (yangh_23@sumhs.edu.cn)

DOI:10.3969/j.issn.1005-5630.202303300078

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology