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发表于ECCV上的一篇用于人脸识别的算法,Gabor Feature based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary -At ECCV on an algorithm for face recognition, Gabor Feature based Sparse Representation for Face Recognition with Gabor Occlusion Dic
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Time-frequency Gabor representation simulation in Matlab
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In this project, we intend to segment natural images by combing colour and texture information. For this we will be using an unsupervised image segmentation framework (referred to as CTex) that is based on the adaptive inclusion of color and texture
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Example of a two-dimensional Gabor filterIn image processing, a Gabor filter, named after Dennis Gabor, is a linear filter used for edge detection. Frequency and orientation representations of Gabor filter are similar to those of human visual system,
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自己写的Gabor方程函数,可以用来产生过完备的稀疏表示字典。-Gabor write their own equation function, can be used to generate the sparse representation over-complete dictionary.
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Gabor变换
这是一个简短的Gabor变换,非常实用,能计算相关的问题。-gabor transfor
TFRGABOR Gabor representation of a signal
his program is distributed in the hope that it will be useful,but WITHOUT ANY WARRANTY without even the implied warranty of MERCHANTABILITY or FITNE
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主要用于图像处理,局部二值模式,人脸识别方面-Mainly used for image processing, local binary patterns, face recognition area
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基于Gabor滤波的泡沫图像纹理特征提取方法-The surface texture of flotation froth is an important indicator of flotation production performance,a method for froth image texture extraction based on Gabor filter is presented to obtain the distinctive representation of flo
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This my course final project for biometrics. It implements a robust face recognition system. Techniques used include Log-Gabor filter , Kernel Discriminant Analysis(KDA) and Sparse Representation . Test data included(ORL database of faces).-This is m
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參考文獻「Gabor Feature based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary」and matlab code.-「Gabor Feature based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary」and matlab code.
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A Gabor-filtering method for describing textural features
is proposed, which applies the physical properties of a probability
wave to probability transformation, and computes
textural features
2) An adaptive strategy for feature and filter s
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基于Gabor特征和字典学习的高斯混合稀疏表示图像识别-Image recognition based on Gabor features and dictionary learning of Gauss hybrid sparse representation
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Efficient spatial-domain implementation of a multiscale image representation based on gabor functions -Efficient spatial-domain implementation of a multiscale image representation based on gabor functions
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Image representation using 2D Gabor wavelets
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This project describes the problem of facial expression recognition in the field of computer vision. Firstly, the psychological background of the problem is presented. Then, the idea of facial expression recognition system (FERS) is outlined and the
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Gabor滤波器是一个用于边缘检测的线性滤波器。Gabor滤波器的频率和方向表示接近人类视觉系统对于频率和方向的表示,并且它们常备用于纹理表示和描述。这是完整的代码。-Gabor filter is a linear filter for edge detection.Said Gabor filter in the frequency and direction close to the human visual system for frequency and direction of sa
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文章主要提出了一种基于Gobar 小波变换的图像表示与描述方法。-This paper extends to two dimensions the frame criterion developed by Daubechies for one-dimensional wavelets, and it
computes the frame bounds for the particular case of 2D Gabor wavelets.
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gabor原子库的产生,应用与核磁共振信号的稀疏表示和重建。-Generating a sparse, the application of nuclear magnetic resonance signal representation library gabor atom and reconstruction.
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本软件主要是实现对于纹理特征的描述,包括稀疏表示,边缘提取。(It's is a software about texture representation etc.)
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基于对指纹的完整脊状结构的显式检测的表征。
在指纹上有丰富的歧视性信息的重要组成部分。当地的脊
结构不能完全以细节为特征。这个基于过滤的算法使用了一个Gabor过滤器来捕获本地和全局的细节。
指纹作为一种紧凑的固定长度的指纹。指纹匹配是基于欧几里德的。
两个对应的指纹之间的距离是非常快的。我们能够实现a。
验证精度仅略低于基于细节的算法的最佳结果。
发表在开放文学。我们的系统比先进的基于细节的系统性能更好。
当应用系统的性能要求不要求非常低的错误接受率时。
最后,我们证明了匹配的性能可以通过结合
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