A Resultant of Local Binary Pattern Histogram (LBPH) and Speeded Up Robust Feature (SURF) Algorithm for Face RecognitionPandey, DurgeshKushwaha, NitinSrivastava, KamalGrenze International Journal of Engineering & Technology (GIJET)
Now, the algorithm is already trained and we can Predict a new image. To predict a new image we just need to call the Predict function passing the image as parameter. The Predict function will extract the histogram from the new image, compare it to the histograms stored in the data struct...
5.1.4 Local binary pattern The local binary pattern (LBP) is a rotation and grayscale invariant operator that represents the local texture characteristics of an image. It's worth noting that the statistical histogram of the LBP feature spectrum, instead LBP feature spectrum itself, is used as ...
In this paper, we propose a novel iris recognition method, using the histogram of local binary pattern for global iris texture representation and graph matching for structural classification. The objective of our idea is to complement the state-of-the-art methods with orthogonal features and ...
tn**dy 上传240KB 文件格式 rar LBP Histogram Fourier Features Local Binary Pattern Histogram Fourier Features.特征提取算法,利用U2模式,将将其转换到Fourier频域,使其具有完全旋转不变性,较之于riLBP,分类能力更强点赞(0) 踩踩(0) 反馈 所需:1 积分 电信网络下载 ...
Qu H, Wang Y (2022) Application of optimized local binary pattern algorithm in small pose face recognition under machine vision. Multimed Tools Appl Ogla R, Saeid AA, Shaker SH (2022) Technique for recognizing faces using a hybrid of moments and a local binary pattern histogram. Int J Electr...
Chen A comparative study on local binary pattern (LBP) based face recognition: LBP histogram versus LBP image Neurocomputing., 120 (2013), pp. 365-379 View PDFView articleView in ScopusGoogle Scholar [10] T. Sustersic, A. Peulic Implementation of face recognition algorithm on field ...
首先用局部二值模式(Local Binary Pattern,LBP)算子分别提取人脸灰度图像和深度图像的区域LBP直方图序列(LBP Histogram Sequence,LBPHS),采用Fisherfaces分别构建相应的线性子空间,用余弦相似度计算投影向量的匹配得分,再采用5种方法对匹配得分进行融合。 3. This paper presents a method of multi-modal face recognition...
The proposed algorithm utilizes the scale invariant feature transform (SIFT) and the reduced local binary pattern (LBP) histogram. The LBP values with 256 levels are obtained from the local window centered at the keypoint, which are then reduced to 10 levels. For a keypoint, a 138-...
lbp = feature.local_binary_pattern(image, self.numPoints, self.radius, method="uniform") (hist, _) = np.histogram(lbp.ravel(), bins=np.arange(0, self.numPoints + 3), range=(0, self.numPoints + 2)) # normalize the histogram