Journal ArticleDOI
Face recognition
Keun-Chang Kwak,Witold Pedrycz +1 more
TLDR
This work designs classifiers based on the well-known fisherface method and demonstrates that the proposed method comes with better performance when compared with other template-based techniques and shows substantial insensitivity to large variation in light direction and facial expression.About:
This article is published in Pattern Recognition Letters.The article was published on 2005-05-01. It has received 679 citations till now. The article focuses on the topics: Facial recognition system & Fuzzy logic.read more
Citations
More filters
Journal ArticleDOI
Self-Face Recognition in Schizophrenia: An Eye-Tracking Study
TL;DR: Using an eye tracking methodology and two tasks with low levels of cognitive demands, the results suggest that patients with SZ are able to explore faces and focus on relevant features of the face in a similar way as controls and recognize their own face.
A Novel Approach to Face Recognition using Image Segmentation based on SPCA-KNN Method
TL;DR: A novel method for face recognition using hybrid SPCA-KNN (SIFT-PCAKNN) approach that has a positive effect on overall face recognition performance and outperforms other examined methods.
Journal ArticleDOI
Optimal Linear Combination of Facial Regions for Improving Identification Performance
TL;DR: A novel fusion method that is based on a linear discriminant analysis is developed to maximize the verification rate by a weighted combination of these similarity scores.
Journal ArticleDOI
Domain-specific experience determines individual differences in holistic processing
Kao-Wei Chua,Isabel Gauthier +1 more
TL;DR: It is argued that individual differences in holistic processing arise from domain-specific experience and that these effects are related to similar effects of experience on other measures of selective attention.
Journal ArticleDOI
Robust face recognition using the GAP feature
TL;DR: A novel weighting model that exploits the local characteristics of faces is applied in the framework, leading to a higher accuracy in face recognition.
References
More filters
Journal ArticleDOI
Eigenfaces vs. Fisherfaces: recognition using class specific linear projection
TL;DR: A face recognition algorithm which is insensitive to large variation in lighting direction and facial expression is developed, based on Fisher's linear discriminant and produces well separated classes in a low-dimensional subspace, even under severe variations in lighting and facial expressions.
Proceedings ArticleDOI
Face recognition using eigenfaces
Matthew Turk,Alex Pentland +1 more
TL;DR: An approach to the detection and identification of human faces is presented, and a working, near-real-time face recognition system which tracks a subject's head and then recognizes the person by comparing characteristics of the face to those of known individuals is described.
Journal ArticleDOI
Face recognition: features versus templates
Roberto Brunelli,Tomaso Poggio +1 more
TL;DR: Two new algorithms for computer recognition of human faces, one based on the computation of a set of geometrical features, such as nose width and length, mouth position, and chin shape, and the second based on almost-gray-level template matching are presented.
Journal ArticleDOI
The FERET database and evaluation procedure for face-recognition algorithms
TL;DR: The FERET evaluation procedure is an independently administered test of face-recognition algorithms to allow a direct comparison between different algorithms and to assess the state of the art in face recognition.
Proceedings ArticleDOI
View-based and modular eigenspaces for face recognition
Pentland,Moghaddam,Starner +2 more
TL;DR: In this paper, a view-based multiple-observer eigenspace technique is proposed for use in face recognition under variable pose, which incorporates salient features such as the eyes, nose and mouth, in an eigen feature layer.