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Denoising

释义 Definition

去噪；降噪：在信号处理、图像处理或数据分析中，使用算法或方法减少/移除随机噪声，使信息更清晰、更接近真实信号。

发音 Pronunciation (IPA)

/dinz/

例句 Examples

The app uses denoising to make voice messages clearer.
这个应用使用去噪来让语音消息更清晰。

After denoising the image, we could see the faint details in the background much more clearly.
对图像进行去噪后，我们能更清楚地看到背景中微弱的细节。

词源 Etymology

denoising 来自动词 denoise（去噪），由前缀 de-（去除、除去）+ noise（噪声）构成；-ing 表示“正在进行的过程/动作”，因此 denoising 指“去除噪声的过程”。

相关词 Related Words

文献与作品 Notable Works

Digital Image Processing（Rafael C. Gonzalez & Richard E. Woods）
Pattern Recognition and Machine Learning（Christopher M. Bishop）
Denoising Diffusion Probabilistic Models（Ho, Jain & Abbeel，论文）
The Elements of Statistical Learning（Hastie, Tibshirani & Friedman）

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