In this paper, we propose a robust face recognition method to provide fast response on a mobile device by selectively generating Gabor features. The Gabor filter has been popularly …
AV Mokeev, VV Mokeev - Pattern recognition and image analysis, 2015 - Springer
This paper is devoted to the problem of pattern recognition solved by methods of principal components and linear discriminant analysis. The efficiency of the described method is …
Рассматривается решение задачи распознавания лиц с помощью метода главных компонент (МГК) и линейного дискриминантного анализа (ЛДА). Главная идея подхода …
Y Zhu, Z Wang, D Gao, D Li - Engineering Applications of Artificial …, 2017 - Elsevier
As one of the most important preprocess in pattern recognition, the dimensionality reduction is widely applied to the real-world tasks. In practice, there exist three corresponding well …
CL Ma, YB Yuan - The Scientific World Journal, 2014 - Wiley Online Library
Support vector machine (SVM) is regarded as a powerful method for pattern classification. However, the solution of the primal optimal model of SVM is susceptible for class distribution …
Рассматриваются эффективность линейного дискриминантного анализа в задачах распознавания лиц для случая малого размера выборки. Предлагается для вычисления …
S Huang, D Yang, F Yang, Y Ge, X Zhang… - arXiv preprint arXiv …, 2013 - arxiv.org
We present an improved Locality Preserving Projections (LPP) method, named Gloablity- Locality Preserving Projections (GLPP), to preserve both the global and local geometric …