Two-dimensional PCA: a new approach to appearance-based face representation and recognition

J Yang, D Zhang, AF Frangi… - IEEE transactions on …, 2004 - ieeexplore.ieee.org
In this paper, a new technique coined two-dimensional principal component analysis
(2DPCA) is developed for image representation. As opposed to PCA, 2DPCA is based on …

Comparison and combination of ear and face images in appearance-based biometrics

K Chang, KW Bowyer, S Sarkar… - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
Researchers have suggested that the ear may have advantages over the face for biometric
recognition. Our previous experiments with ear and face recognition, using the standard …

Discriminative multimetric learning for kinship verification

H Yan, J Lu, W Deng, X Zhou - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we propose a new discriminative multimetric learning method for kinship
verification via facial image analysis. Given each face image, we first extract multiple …

Independent comparative study of PCA, ICA, and LDA on the FERET data set

K Delac, M Grgic, S Grgic - International Journal of Imaging …, 2005 - Wiley Online Library
Face recognition is one of the most successful applications of image analysis and
understanding and has gained much attention in recent years. Various algorithms were …

Prototype-based discriminative feature learning for kinship verification

H Yan, J Lu, X Zhou - IEEE Transactions on cybernetics, 2014 - ieeexplore.ieee.org
In this paper, we propose a new prototype-based discriminative feature learning (PDFL)
method for kinship verification. Unlike most previous kinship verification methods which …

Face recognition with visible and thermal infrared imagery

DA Socolinsky, A Selinger, JD Neuheisel - Computer vision and image …, 2003 - Elsevier
We present a comprehensive performance study of multiple appearance-based face
recognition methodologies, on visible and thermal infrared imagery. We compare algorithms …

Ear biometrics based on geometrical feature extraction

M Choraś - Progress in Computer Vision and Image Analysis, 2010 - World Scientific
Biometrics identification methods proved to be very efficient, more natural and easy for users
than traditional methods of human identification. In fact, only biometrics methods truly …

Two-dimensional quaternion PCA and sparse PCA

X Xiao, Y Zhou - IEEE transactions on neural networks and …, 2018 - ieeexplore.ieee.org
Benefited from quaternion representation that is able to encode the cross-channel
correlation of color images, quaternion principle component analysis (QPCA) was proposed …

[图书][B] Reliable Face Recognition Methods: System Design, Impementation and Evaluation

H Wechsler - 2007 - Springer
Much of the existing face recognition systems operate in 2D. As the search for improved
recognition performance intensifies, alternative methods, eg, 3D, are under consideration …

Face and palmprint pixel level fusion and Kernel DCV-RBF classifier for small sample biometric recognition

XY Jing, YF Yao, D Zhang, JY Yang, M Li - Pattern Recognition, 2007 - Elsevier
Recently, multi-modal biometric fusion techniques have attracted increasing atove the
recognition performance in some difficult biometric problems. The small sample biometric …