Journal ArticleDOI
Face recognition with disguise and single gallery images
TLDR
This paper presents a face recognition algorithm that addresses two major challenges: when an individual intentionally alters the appearance and features using disguises, and when limited gallery images are available for recognition.About:
This article is published in Image and Vision Computing.The article was published on 2009-02-01. It has received 112 citations till now. The article focuses on the topics: Three-dimensional face recognition & Facial recognition system.read more
Citations
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Proceedings ArticleDOI
Robust classification of objects, faces, and flowers using natural image statistics
TL;DR: This work uses a biologically-inspired filters model that combines sequential visual attention using fixations with sparse coding and unsupervised learning applied to natural image patches to overcome challenges in classification of images in many category datasbets.
Journal ArticleDOI
Plastic Surgery: A New Dimension to Face Recognition
TL;DR: The results on the plastic surgery database suggest that it is an arduous research challenge and the current state-of-art face recognition algorithms are unable to provide acceptable levels of identification performance, so that future face recognition systems will be able to address this important problem.
Journal ArticleDOI
Integrated multilevel image fusion and match score fusion of visible and infrared face images for robust face recognition
TL;DR: An integrated image fusion and match score fusion of multispectral face images using [email protected] SVM and Dezert Smarandache theory of fusion which is based on plausible and paradoxical reasoning is presented.
Journal ArticleDOI
Face recognition: challenges, achievements and future directions
Mahmoud Hassaballah,Saleh Aly +1 more
TL;DR: The goal of this study is to discuss the significant challenges involved in the adaptation of existing face recognition algorithms to build successful systems that can be employed in the real world and propose several possible future directions for face recognition.
References
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Journal ArticleDOI
Eigenfaces for recognition
Matthew Turk,Alex Pentland +1 more
TL;DR: A near-real-time computer system that can locate and track a subject's head, and then recognize the person by comparing characteristics of the face to those of known individuals, and that is easy to implement using a neural network architecture.
Journal ArticleDOI
Face Description with Local Binary Patterns: Application to Face Recognition
TL;DR: This paper presents a novel and efficient facial image representation based on local binary pattern (LBP) texture features that is assessed in the face recognition problem under different challenges.
Journal ArticleDOI
Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters.
TL;DR: Evidence is presented that the 2D receptive-field profiles of simple cells in mammalian visual cortex are well described by members of this optimal 2D filter family, and thus such visual neurons could be said to optimize the general uncertainty relations for joint 2D-spatial-2D-spectral information resolution.