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Algorithm of Scattered Data Reduction for Surface Reconstruction using Radial Basis Function
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Object tracking using Radial Basis Function Networks(Neural networks). The implementation is done in OpenCV.
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本文提出一种基于核方法的下视等分辨率景象匹配算法. 通过模拟电荷吸引模型, 提出了计算不等维高维数据相似度的SNN 核函数. 将图像中的特征点映射到径向基向量(Radial basis vector, RBV) 空间, 利用SNN 核函数计算两个特征点集的相似度及过渡矩阵. 利用置换测试模块来增强SNN 核的稳定性, 以确保输出解的可靠性. 实验证明, 基于SNN 核的景象匹配算法对图象畸变、噪声干扰与信号缺失具有很强的鲁棒性, 并可保证高精度与高实时性.
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图像修复是图像复原研究中的一个重要内容, 它的目的是根据图像现有的信息来自动恢复丢失的信息,其可以用于旧照片中丢失信息的恢复、视频文字去除以及视频错误隐藏等。-Image restoration image restoration is an important part of the study, its purpose is to present the information according to the image to automatically recover lost info
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支持向量机的程序,本程序选用径向基函数作为核函数,测试样本随机取,可根据具体情况运用。-Support vector machine procedures, the procedures used radial basis function as kernel function, the test samples were taken, according to the specific circumstances of use.
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利用径向基函数,把给定的二维散乱数据插值成一个二维曲面-The radial basis function, the given two-dimensional scattered data interpolation into a two-dimensional surface
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径向基函数网络,对Gauss白噪声及均匀分布的噪声都具有良好的抑制效果.-Radial basis function (RBF) network, has a good suppression effect to the Gauss white noise and uniform distribution of noise .
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2d/3d radial basis function rdf interpolation
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基于径向基函数网络即RBF网络的分类识别程序-Based on the radial basis function network RBF network classification and recognition program
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利用BP神经网络与RBF(径向基函数)网络对行人、自行车、卡车三类目标进行分类,比较两种网络的分类性能,包含三类目标的数据信息,完整的代码-BP neural network and RBF (Radial Basis Function) network for pedestrians, bicycles, trucks three goals categorize performance comparison of the two networks, data information cont
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rbf神经网络函数拟合。径向基函数,由样本选出固定中心值和delta-RBF neural network function fitting.Radial basis function (RBF), fixed center value chosen by the sample and the delta
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Acoustic tomography involves sending a sonic signal across a measurement area and timing how long it takes to travel the distance. A number of transducers are situated around the measurement area to achieve this. Since the absolute sonic speed is aff
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一款基于MFC的模式识别小软件,算法为径向基函数神经网络(RBF)-A small algorithm based on MFC for pattern recognition, the algorithm is a radial basis function neural network (RBF)
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利用径向基函数的方法进行隐式表面重建,matlab代码(Radial basis function method for implicit surface reconstruction)
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