Accordingly, we propose in this paper a novel method to extract electrical power signatures after transforming the power signal to 2D space, which has more encoding possibilities. Following, an improved local binary patterns (LBP) is proposed that relies on improving the discriminative ability of ...
The proposed technique is based on the local binary pattern (LBP) descriptor which has been classically applied on two dimensional (2D) images. Our algorithm is a derived solution for the 1D projected fields of the 2D images. Experiments were conducted on two populations of osteoporotic patients ...
First, a block multi-scale uniform local binary pattern (MULBP) features operator based on improved circular neighborhood is employed to extract the local texture features of finger vein images effectively. Then two-directional two-dimension principal component analysis ((2D)2PCA) method is applied ...
Moreover, we utilize Local Binary Pattern (LBP) [69, 70], an effective method for texture classification and even face recognition, as a voting model. Based on LBP, intensively robust hand-crafted features might not be a must, but it is expected to be balanced between the effectiveness and...
In this paper, we study how a multidimensional local binary pattern (LBP) texture feature data can be visually explored and analyzed. The goal is to determine how true paper properties can be characterized with local texture features from visible light images. We utilize isometric feature mapping ...
Within local descriptor methodology, local binary pattern (LBP) was the first methodology that used local pixel information to extract the image features. LBP has multiple extensions such as local ternary patterns (LTP), local tri-directional pattern (LTriDP), and local tetra directional pattern (...
apply local binary pattern (LBP) to extract 2D arrays of image features after the application of multi-size block discrete cosine transform (MBDCT), the main component analysis; PCA was also used to reduce the dimensionality. Finally, with the use of a support vector machine (SVM), the ...
nginx uses a native binary on Apple Silicon systems instead of an Intel binary. “Go to site folder” now reads “Site folder”. The “VS Code” button opens sites in new windows instead of replacing any existing open VS Code windows. ...
Automatic and reliable segmentation of the hippocampus from magnetic resonance (MR) brain images is extremely important in a variety of neuroimage studies. To improve the hippocampus segmentation performance, a local binary pattern based feature extracti
Wang, Z., Fan, B.,Wu, F.: Local intensity order pattern for feature description. In: International Conference on Computer Vision, pp. 603–610 (2011) Zhang, W., Shan, S., Gao, W., Chen, X., Zhang, H.: Local gabor binary pattern histogram sequence (LGBPHS): A novel non-statisti...