Face recognition on FERET face database using LDA and CCA methods

D Jelšovka, R Hudec, M Brezňan - 2011 34th International …, 2011 - ieeexplore.ieee.org
This paper provides an example of the 2D face recognition using existing LDA method and
our proposed method based on CCA. LDA is a popular feature extraction technique for face …

Simple and robust facial portraits recognition under variable lighting conditions based on two-dimensional orthogonal transformations

P Forczmański, G Kukharev, N Shchegoleva - Image Analysis and …, 2013 - Springer
The paper addresses the problem of face recognition for images registered in variable
lighting, which is common for real-world conditions. Presented algorithm is based on …

Application of two-dimensional canonical correlation analysis for face image processing and recognition

G Kukharev, E Kamenskaya - Pattern Recognition and Image Analysis, 2010 - Springer
Paper presents the method of two-dimensional canonical correlation analysis (2DCCA)
applied to image processing and biometrics. Method is based on representing the image as …

Near-lossless PCA-based compression of seabed surface with prediction

P Forczmański, W Maleika - … Conference, ICIAR 2015, Niagara Falls, ON …, 2015 - Springer
The paper presents a compression method based on Principal Component Analysis applied
to reduce the volume of data in seabed Digital Terrain Model. Such data have to be …

Face recognition using two-dimensional CCA and PLS

G Kukharev, A Tujaka… - International Journal of …, 2011 - inderscienceonline.com
This paper presents the implementation of the method of twodimensional Canonical
Correlation Analysis (CCA) and two-dimensional Partial Least Squares (PLS) applied to …

Поиск изображений лиц в больших базах данных

ГА Кухарев - Мир измерений, 2009 - elibrary.ru
Борьба с нелегальной иммиграцией и транс-граничный поиск преступников-две новые
проблемы [1], с которыми столкну-лись страны, идущие по пути интеграции или …

К вопросу совершенствования современных габитоскопических регистрационно-поисковых систем

НЛ Щеголева, Т Анджей - Вестник Санкт-Петербургского …, 2013 - cyberleninka.ru
В статье проведен анализ и дана оценка состояния проблемы сравнения
фотопортрета-оригинала и соответствующего ему субъективного портрета …

Methods of face photo-sketch comparison

GA Kukharev, K Buda, NL Shchegoleva - Pattern recognition and image …, 2014 - Springer
Article presents the state of the art problem of comparing photo portrait and the
corresponding hand-drawn portrait (sketch). Proposed novel methods of automatic sketch …

Pattern recognition by means of linear discriminant analysis and the principal components analysis

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 …

[PDF][PDF] Sketch generation from photo to create test databases

G Kukharev, K Buda… - Przeglad Elektrotechniczny …, 2014 - researchgate.net
Article proposed novel method of automatic sketch synthesis, that can be used for creating
test databases and sketch recognition tasks research and retrieval of corresponding photo …