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Description: :首次提出将局部二进制模式(LBP)~-用到掌纹识别中。借鉴分级检索的思想,先采用Gabor滤波器提取掌纹的全局能量特
征.后采用LBP算子提取局部特征实现两次分类。实验结果表明,与单纯的Gabor滤波器方法相比,系统的识别率可进一步提高。-This paper first presents a new method of palmprint identification by using Local Binary Pattern (LBP)·By referring to
hierarchical retrieval,Gabor filter is first used to extract the global energy feature,and then LBP operator is used to extract the
local feature,which are used to classify twice.Th e experiment result shows that the identification rate can be improved ~tther by
comparison with the method of using Gabor filter only.
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Size: 219136 |
Author: zhule |
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Description: 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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Size: 2048 |
Author: 李杏杏 |
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Description: lbp和gabor的相关算法描述,很好的效果和作用LBP and gabor algorithms description, good effect and function
-LBP and gabor algorithms description, good effect and function
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Size: 41984 |
Author: merry |
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Description: Gabor小波人脸识别,LBP特征提取,PCA,LPP降维。自己做的毕业设计。-Gabor wavelet face recognition, LBP feature extraction, PCA, LPP dimensionality reduction. Own graduation design.
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Size: 20480 |
Author: 张彬 |
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Description: 首次提出将局部二进制模式(LBP) 用到掌纹识别中。借鉴分级检索的思想,先采用Gabor滤波器提取掌纹的全局能量特
征。后采用LBP算子提取局部特征实现两次分类。-First proposed the Local Binary Pattern (LBP) used palmprint recognition. Learn classification retrieval of thought, first use Gabor filter to extract palmprint global energy features. After using local feature extraction LBP operator to achieve two classifications.
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Size: 377856 |
Author: 雷晨雨 |
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Description: 提取Gabor特征,LBP特征,LGBP特征代码-extract Gabor feature,LBP feature and LGBP feature.
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Size: 19456 |
Author: zpf |
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Description: gabor_lpb纹理结合了gabor小波和LBP的特征,提取的纹理具有很好的鲁棒性-gabor_lpb texture combines gabor wavelets and LBP features extracted texture with a very robust
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Size: 2048 |
Author: 吴亮 |
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Description: 为了实现复杂环境下的人脸特征有效表达,提出一种改进的梯度方向直方图(HOG)人脸识别方法.首先以人脸图像网格作为采样窗口并在其上提取 HOG特征;然后将所有网格 HOG特征向量进行组合,实现整个人脸特
征表达;最后采用最近邻分类器进行识别.另外,比较了该方法与Gabor小波和局部二值模式(LBP)2种著名的人脸
局部特征表示方法的优劣.实验结果表明,在调优的 HOG参数下,在具有光照和时间环境等复杂变化的FERET人
脸库中,较少维数的 HOG特征比LBP特征有更好的表现,而且 HOG特征提取时间和特征向量维数比Gabor小波方法更具有优势-In order to achieve facial features in complex environments valid expression, an improved gradient direction histogram (HOG) face recognition method. Firstly face image and extract the grid as a sample window HOG features on it then all mesh HOG feature vector combination, realize the whole people express facial feature Finally, nearest neighbor classifier to identify. In addition, the comparison of the method with Gabor wavelet and local binary pattern (LBP) 2 famous facial features indicate the quality of the local approach. Experimental results show that HOG parameter tuning in FERET face with complex changes in the environment of light and time, the characteristic dimension of less than HOG LBP features better performance, and feature extraction time and HOG dimension of feature vectors have an advantage over Gabor wavelet method
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Size: 1274880 |
Author: wang |
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Description: 包含各种图像方面的光照处理程序,有DCT,Gabor,LBP,Retinex,SQI等-ncludes all kinds of image processing procedures, including DCT, Gabor, LBP, Retinex, SQI, etc.
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Size: 527360 |
Author: jisaiping |
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Description: face recognition using lbp ltp and gabor features code
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Size: 430080 |
Author: ramakrishna |
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Description: Gabor,GMRF,LBP纹理特征提取方法_MATLAB,可以用来提取图像特征,用来做图像识别和分类-Gabor, GMRF, LBP texture feature extraction method _MATLAB, can be used to extract image features, used to do image recognition and classification
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Size: 660480 |
Author: antry |
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Description: 基于分割的局部Sigma语义特征点,是对场景中的语义目标进行建模。先在传统的图像分割基础上,分割出场景的前景目标,再结合像素位置、颜色、Gabor特征和LBP特征[构造出表征目标语义信息的协方差描述子,最后将其转换成欧式空间下的Sigma点特征,适用于标准SVM的场景学习和分类。(The segmentation based local Sigma semantic feature points are modeling the semantic objects in the scene. In the traditional image segmentation based on the segmented foreground scene, we combine with the pixel location, color, Gabor and LBP feature [construct covariance descriptor represents the target semantic information, and finally converted into Euclidean space Sigma features, suitable for learning and classification standard to the scene SVM.)
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Size: 60416 |
Author: delphi_zmy
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Description: 通过Gabor结合Lbp提取的特征进行人脸识别,获得很好的识别率(face recognition through gabor with lbp which can get a well ratio)
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Size: 33975296 |
Author: 草民
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Description: 四种算法的织物疵点检测论文,LBP,灰度共生矩阵,直方图统计,Gabor滤波器(Four algorithms of fabric defect detection paper, LBP, grayscale symbiotic matrix, histogram statistics, Gabor filter)
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Size: 10572800 |
Author: Holland
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