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 …
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 …
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 …
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 …
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 …
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 …
Two decades of local binary patterns: A survey
M Pietikäinen, G Zhao - Advances in independent component analysis and …, 2015 - Elsevier
Texture is an important characteristic for many types of images. In recent years, very
discriminative and computationally efficient local texture descriptors based on local binary …
discriminative and computationally efficient local texture descriptors based on local binary …
Region description using extended local ternary patterns
WH Liao - 2010 20th international conference on pattern …, 2010 - ieeexplore.ieee.org
The local binary pattern (LBP) operator is a computationally efficient local texture descriptor
and has found many useful applications. However, its sensitivity to noise and the high …
and has found many useful applications. However, its sensitivity to noise and the high …
Multi-scale local binary patterns based on path integral for texture classification
Q Lin, W Qi - 2015 IEEE International Conference on Image …, 2015 - ieeexplore.ieee.org
Local binary pattern (LBP) is an effective image texture descriptor due to its high
discrimination and easy computation. Moreover, as an extension, multi-scale LBP (MS-LBP) …
discrimination and easy computation. Moreover, as an extension, multi-scale LBP (MS-LBP) …