Laser & Optoelectronics Progress, Volume. 62, Issue 16, 1637001(2025)

Diffusion Model High-Quality Facial Image Detection Algorithm Based on Noise Variation

Zhengyu Zhang2, Mingxuan Li1、*, Boxuan Cheng1, Yinxuan Qu1, Chunyu Li1, and Yuzhu Yang1
Author Affiliations
  • 1School of Criminal Investigation, People's Public Security University of China, Beijing 100038, China
  • 2School of Information Network Security, People's Public Security University of China, Beijing 100038, China
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    References(23)

    [1] Hao W Y, Cai H Y, Zuo T T et al. Self-supervised pre-training for intravascular ultrasound image segmentation method based on diffusion model[J]. Laser & Optoelectronics Progress, 61, 1837005(2024).

    [2] Liu Y J, Liu Y D, Yan Z et al. Classification of hybrid convolution hyperspectral images based on attention mechanism[J]. Spectroscopy and Spectral Analysis, 44, 2916-2922(2024).

    [4] Qin K, Hou X G, Zhou F et al. Fire-GAN: flame image generation algorithm based on generative adversarial network[J]. Laser & Optoelectronics Progress, 60, 1210008(2023).

    [5] Lu X H, Li Y, Jia Y D et al. An improved infrared and visible image fusion algorithm based on GAN[J]. Electronics Optics & Control, 31, 42-46, 73(2024).

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    Zhengyu Zhang, Mingxuan Li, Boxuan Cheng, Yinxuan Qu, Chunyu Li, Yuzhu Yang. Diffusion Model High-Quality Facial Image Detection Algorithm Based on Noise Variation[J]. Laser & Optoelectronics Progress, 2025, 62(16): 1637001

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    Paper Information

    Category: Digital Image Processing

    Received: Jan. 19, 2025

    Accepted: Mar. 3, 2025

    Published Online: Jul. 24, 2025

    The Author Email: Mingxuan Li (20236990@ppsuc.edu.cn)

    DOI:10.3788/LOP250542

    CSTR:32186.14.LOP250542

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