Two-dimensional PCA: a new approach to appearance-based face representation and recognition
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 …
(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
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 …
recognition. Our previous experiments with ear and face recognition, using the standard …
Discriminative multimetric learning for kinship verification
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 …
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
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 …
understanding and has gained much attention in recent years. Various algorithms were …
Prototype-based discriminative feature learning for kinship verification
In this paper, we propose a new prototype-based discriminative feature learning (PDFL)
method for kinship verification. Unlike most previous kinship verification methods which …
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 …
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 …
than traditional methods of human identification. In fact, only biometrics methods truly …
Two-dimensional quaternion PCA and sparse PCA
Benefited from quaternion representation that is able to encode the cross-channel
correlation of color images, quaternion principle component analysis (QPCA) was proposed …
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 …
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
Recently, multi-modal biometric fusion techniques have attracted increasing atove the
recognition performance in some difficult biometric problems. The small sample biometric …
recognition performance in some difficult biometric problems. The small sample biometric …