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噪声抑制技术在单曝光HDR图像生成中的应用

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研究噪声抑制技术在单曝光高动态范围(High Dynamic Range,HDR)图像生成中的应用,旨在解决低动态范围(Low-Dynamic Range,LDR)图像在HDR重建中受噪声干扰的问题.采用自适应小波阈值去噪、噪声感知正则化及对数域自适应导向滤波等技术,通过实验验证其有效性.实验结果显示,综合应用这些方法能够显著提升HDR图像的质量,减少噪声对图像细节与视觉体验的影响.
Application of Noise Suppression Technology in Single Exposure HDR Image Generation
The application of noise suppression technology in single exposure High Dynamic Range(HDR)image generation is studied,aiming at solving the problem that Low-Dynamic Range(LDR)image is disturbed by noise in HDR reconstruction.Adaptive wavelet threshold denoising,noise perception regularization and log-domain adaptive steering filtering are adopted,and their effectiveness is verified by experiments.The experimental results show that the comprehensive application of these methods can significantly improve the quality of HDR images and reduce the impact of noise on image details and visual experience.

noise suppression technologysingle exposure High Dynamic Range(HDR)imageadaptive wavelet threshold

陈潇

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福建省广播影视集团,福建 福州 350001

噪声抑制技术 单曝光高动态范围(HDR)图像 自适应小波阈值

2024

电声技术
电视电声研究所(中国电子科技集团公司第三研究所)

电声技术

影响因子:0.259
ISSN:1002-8684
年,卷(期):2024.48(11)