Add to ORKGAbstract – In this research, we show how the promising Independent Component Analysis (ICA) technique extracts features that are more closely related to our intuition of discriminate information, and that improve the success rate compared to an equivalent system using PCA. The aim of the research is to implement ICA based face authentication system by extracting the invariant features of a face
Face recognition is emerging as an active research area with numerous commercial and law enforcement...
2006-2007 > Academic research: refereed > Publication in refereed journalVersion of RecordPublishe
Background: Authentication is one of the major challenges of the information systems era. From Among...
Independent component analysis (ICA) is presented as an alternative feature extraction algorithm to ...
In a task such as face recognition, much of the important information may be contained in the high-o...
International audienceIndependent component analysis (ICA) models, describing a given signal as a li...
AbstractAmong the various biometric systems, face recognition is an important area of research due t...
In this paper, we propose an ICA(Indepdendent Component Analysis) based face recognition algorithm, ...
Recognizing Faces with PCA and ICA This paper compares principal component analysis (PCA) and indepe...
This paper presents a subspace algorithm called block independent component analysis (B-ICA) for fac...
Abstract—The literature on independent component analysis (ICA)-based face recognition generally eva...
International audienceAbstract--Biometric security systems such as Retina scanner, fingerprint and f...
In this study, a fast incremental principal non-Gaussian directions analysis algorithm, called IPCA-...
Nowadays, face recognition is used in number of applications as a means of authentication and verifi...
Abstract. Recently in face recognition, as opposed to our expectation, the performance of an ICA (In...
Face recognition is emerging as an active research area with numerous commercial and law enforcement...
2006-2007 > Academic research: refereed > Publication in refereed journalVersion of RecordPublishe
Background: Authentication is one of the major challenges of the information systems era. From Among...
Independent component analysis (ICA) is presented as an alternative feature extraction algorithm to ...
In a task such as face recognition, much of the important information may be contained in the high-o...
International audienceIndependent component analysis (ICA) models, describing a given signal as a li...
AbstractAmong the various biometric systems, face recognition is an important area of research due t...
In this paper, we propose an ICA(Indepdendent Component Analysis) based face recognition algorithm, ...
Recognizing Faces with PCA and ICA This paper compares principal component analysis (PCA) and indepe...
This paper presents a subspace algorithm called block independent component analysis (B-ICA) for fac...
Abstract—The literature on independent component analysis (ICA)-based face recognition generally eva...
International audienceAbstract--Biometric security systems such as Retina scanner, fingerprint and f...
In this study, a fast incremental principal non-Gaussian directions analysis algorithm, called IPCA-...
Nowadays, face recognition is used in number of applications as a means of authentication and verifi...
Abstract. Recently in face recognition, as opposed to our expectation, the performance of an ICA (In...
Face recognition is emerging as an active research area with numerous commercial and law enforcement...
2006-2007 > Academic research: refereed > Publication in refereed journalVersion of RecordPublishe
Background: Authentication is one of the major challenges of the information systems era. From Among...