Estimation of Image Noise Using Polynomial Masks

机译：使用多项式掩模估计图像噪声

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Many computer vision and image processing algorithms rely on the knowledge of the image noise variance as their input parameter. However, in practice, the distinction between noise and image features is not easy to draw. In this paper, image noise variance is estimated by a novel method employing rigorously derived polynomial masks. The method is based on the assumption that the image can be locally represented as a polynomial of the given degree and constitutes a generalization of some of previously proposed approaches.

机译：许多计算机视觉和图像处理算法都依赖于图像噪声方差的知识作为输入参数。但是，实际上，噪声和图像特征之间的区别并不容易得出。在本文中，通过采用严格导出的多项式掩码的新方法来估计图像噪声方差。该方法基于这样的假设：图像可以局部表示为给定次数的多项式，并且构成了一些先前提出的方法的概括。

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《Conference on Image Processing: Algorithms and Systems III; 20040119-20040121; San Jose,CA; US》|2004年|P.555-566|共12页
会议地点 San Jose CA(US)
作者
Albert Akhriev; Alexander Bonch-Osmolovsky;
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作者单位

Institute of Information Technologies, RRC "Kurchatov Institute", 1 Kurchatov square, 123182 Moscow, Russia;

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会议组织
原文格式 PDF
正文语种 eng
中图分类图像信号处理;
关键词
plynomial mask; image noise variance;

机译：多项式掩模；图像噪声方差;

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专利

1. Noise estimation in remote sensing imagery using data masking [J] . B. R. CORNER, R. M. NARAYANAN, S. E. REICHENBACH International journal of remote sensing . 2003,第4期

机译：使用数据掩蔽的遥感影像噪声估计
2. FPGA Based Denoising Method with T-Model Mask Architecture Design for Removal of Noises in Images [J] . N. Rajeswaran, S. Karpagaabirami, C. Gokilavani, Procedia Computer Science . 2016,第1期

机译：基于FPGA的T型模板结构去噪方法去除图像中的噪声。
3. Spectral Reconstruction and Noise Model Estimation Based on a Masking Model for Noise Robust Speech Recognition [J] . Gonzalez Jose A., Gomez Angel M., Peinado Antonio M., Circuits, systems, and signal processing . 2017,第9期

机译：基于掩蔽模型的谱重构和噪声模型估计，用于噪声鲁棒语音识别
4. Estimation of Image Noise Using Polynomial Masks [C] . Albert Akhriev, Alexander Bonch-Osmolovsky, SPIE-The International Society for Optical Engineering, Society of Photo-Optical Instrumentation Engineers Conference on Image Processing : Algorithms and Systems . 2004

机译：使用多项式掩模估计图像噪声
5. Local Polynomial Estimation for a Smooth Spatial Random Process with a Stochastic Trend and a Stationary Noise. [D] . Hyun, Jung Won. 2012

机译：具有随机趋势和平稳噪声的光滑空间随机过程的局部多项式估计。
6. Using Polynomials to Simplify Fixed Pattern Noise and Photometric Correction of Logarithmic CMOS Image Sensors [O] . Jing Li, Alireza Mahmoodi, Dileepan Joseph 2015

机译：使用多项式简化对数CMOS图像传感器的固定模式噪声和光度校正
7. FPGA Based Denoising Method with T-Model Mask Architecture Design for Removal of Noises in Images [O] . Rajeswaran N., Karpagaabirami S., Gokilavani C., 2016

机译：基于FPGA的T型模板结构去噪方法去除图像中的噪声。

Estimation of Image Noise Using Polynomial Masks

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