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Regularized deconvolution can be used effectively when constraints are applied on the recovered image (e.g., smoothness) and limited information is known about the additive noise. The blurred and noisy image is restored by a constrained least square
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constrained linear least square implementation
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最小二乘隐空间支持向量机
王玲 薄列峰 刘芳 焦李成
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在隐空间中采用最小二乘损失函数$提出了 最 小 二 乘 隐 空 间 支 持 向 量 机#0*&**52H 8
同 隐 空 间 支 持 向
量机#&**52H 一样$最小二乘隐空间支持向量机不需 要 核 函 数 满 足 正 定 条 件$从 而 扩 展 了 支 持 向 量 机 核 函 数 的
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由于采用了最小二乘损失函数$最小二乘隐空间支持向量机产生的优 化 问 题 为 无 约 束 凸 二 次 规
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Constrained least square method for image restoration
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Deblurring Images Using a Regularized Filter
This example shows how to use regularized deconvolution to deblur images. Regularized deconvolution can be used effectively when constraints are applied on the recovered image (e.g., smoothness) and l
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Stationary and Non-Stationary noise removal Cardiac Signals using
a Constrained Stability Least Mean Square Algorithm。-Stationary and Non-Stationary noise removal Cardiac Signals using a Constrained Stability Least Mean Square Algorithm.
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low bit rate image compression via down sampling and adaptive least square constrained upconversion.-low bit rate image compression via down sampling and adaptive least square constrained upconversion.
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此代码为一种约束稳定性LMS算法，用于智能天线的自适应波束形成中。-The Constrained-stability Least-meam-square Beamforming Algorithm
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① 采用逆滤波、维纳滤波和约束最小二乘方滤波复原图像。
② 实现四种均值滤波(Inverse filtering, Wiener filtering and constrained least square square filtering are used to restore the image.
Realizing four kinds of mean filtering)
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约束最小二乘方滤波要求噪声的方差和均值，这些参数可通过给定的退化图像计算出来，这是约束最小二乘方滤波的一个重要优点。(Constrained least square square filtering requires the variance and mean of noise. These parameters can be calculated by a given degraded image. This is an important advantage of constrained
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阵列信号处理中线性约束最小方差准则（LCMV）算法和最小均方（LMS）算法的matlab源代码(Matlab Source Code of Linear Constrained Minimum Variance Criterion (LCMV) and Least Mean Square (LMS) Algorithms in Array Signal Processing)
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matlab图像滤波去噪分析及其应用
双线性滤波、Kirsch滤波、超限邻域滤波、逆滤波、双边滤波、同态滤波、小波滤波、六抽头滤波、约束最小平方滤波、非线性复扩散滤波、Lee滤波、Gabor滤波，、Wiener滤波、Kuwahara滤波、Beltrami流滤波、Lucy?Richardson滤波、NoLocalMeans滤波等研究内容。(Analysis and application of MATLAB image filtering and denoising
Bilinear fi
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