Learning LBP structure by maximizing the conditional mutual information
Local binary patterns of more bits extracted in a large structure have shown promising
results in visual recognition applications. This results in very high-dimensional data so that it …
results in visual recognition applications. This results in very high-dimensional data so that it …
2D-LBP: an enhanced local binary feature for texture image classification
The local binary pattern (LBP) and its variants have shown the effectiveness in texture
images classification, face recognition, and other applications. However, most of these LBP …
images classification, face recognition, and other applications. However, most of these LBP …
Optimizing LBP structure for visual recognition using binary quadratic programming
Local binary pattern (LBP) and its variants have shown promising results in visual
recognition applications. However, most existing approaches rely on a pre-defined structure …
recognition applications. However, most existing approaches rely on a pre-defined structure …
A chi-squared-transformed subspace of LBP histogram for visual recognition
Local binary pattern (LBP) and its variants have been widely used in many recognition tasks.
Subspace approaches are often applied to the LBP feature in order to remove unreliable …
Subspace approaches are often applied to the LBP feature in order to remove unreliable …
Learning completed discriminative local features for texture classification
Local binary patterns (LBP) and its variants have shown great potentials in texture
classification tasks. LBP-like texture classification methods usually follow a two-step feature …
classification tasks. LBP-like texture classification methods usually follow a two-step feature …
Scale and pattern adaptive local binary pattern for texture classification
S Hu, J Li, H Fan, S Lan, Z Pan - Expert Systems with Applications, 2024 - Elsevier
Local binary pattern (LBP) with a fixed sampling template is sensitive to scale changes.
Furthermore, under rotation changes or noise corruptions, one uniform LBP pattern can be …
Furthermore, under rotation changes or noise corruptions, one uniform LBP pattern can be …
Central pixel selection strategy based on local gray-value distribution by using gradient information to enhance LBP for texture classification
Z Pan, X Wu, Z Li - Expert Systems with Applications, 2019 - Elsevier
Local binary pattern (LBP) has been successfully used in computer vision and pattern
recognition applications, such as biomedical image analysis, remote sensing and image …
recognition applications, such as biomedical image analysis, remote sensing and image …
An improved LBP algorithm for texture and face classification
W Yu, L Gan, S Yang, Y Ding, P Jiang, J Wang… - Signal, Image and Video …, 2014 - Springer
Abstract Local Binary Pattern (LBP) has achieved great success in texture classification due
to its accuracy and efficiency. Traditional LBP method encodes local features by binarying …
to its accuracy and efficiency. Traditional LBP method encodes local features by binarying …
[PDF][PDF] Improving local binary patterns techniques by using edge information
A Abdesselam - Lecture Notes on Software Engineering, 2013 - academia.edu
Texture analysis plays an important role in computer vision and pattern recognition
applications. During the last few decades, the research community has proposed a large …
applications. During the last few decades, the research community has proposed a large …
Local adaptive binary patterns using diamond sampling structure for texture classification
Z Pan, X Wu, Z Li, Z Zhou - IEEE signal processing letters, 2017 - ieeexplore.ieee.org
Local binary pattern (LBP) is sensitive to the noise and suffers from limited discriminative
capability, and many LBP variants are reported in the recent literatures. Although a lot of …
capability, and many LBP variants are reported in the recent literatures. Although a lot of …