A novel hybrid approach based on principal component analysis and tolerance rough similarity for face identification
Sign Up to like & getrecommendations! Published in 2017 at "Neural Computing and Applications"
DOI: 10.1007/s00521-017-2994-8
Abstract: Face identification plays one of the most important roles in biometrics to recognize a person. However, face identification is very difficult because of variations in size, orientations, different illuminations, and face expressions. In this paper,… read more here.
Keywords: similarity; face; face identification; hybrid approach ... See more keywords
Selective multi-descriptor fusion for face identification
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-019-00929-2
Abstract: Over the last 2 decades, face identification has been an active field of research in computer vision. As an important class of image representation methods for face identification, fused descriptor-based methods are known to lack… read more here.
Keywords: face identification; multi descriptor; face; descriptor ... See more keywords
Does stereopsis improve face identification? A study using a virtual reality display with integrated eye-tracking and pupillometry.
Sign Up to like & getrecommendations! Published in 2020 at "Acta psychologica"
DOI: 10.1016/j.actpsy.2020.103142
Abstract: Stereopsis is a powerful depth cue for humans, which may also contribute to object recognition. In particular, we surmise that face identification would benefit from the availability of stereoscopic depth cues, since facial perception may… read more here.
Keywords: stereoscopic; condition; virtual reality; face identification ... See more keywords
Developmental prosopagnosics and super recognizers rely on the same facial features used by individuals with normal face recognition abilities for face identification
Sign Up to like & getrecommendations! Published in 2021 at "Neuropsychologia"
DOI: 10.1016/j.neuropsychologia.2021.107963
Abstract: Face recognition depends on the ability of the face processing system to extract facial features that define the identity of a face. In a recent study we discovered that altering a subset of facial features… read more here.
Keywords: critical features; face; face identification; face recognition ... See more keywords
Face Identification With Top-Push Constrained Generalized Low-Rank Approximation of Matrices
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2947164
Abstract: We present a novel top-push constrained feature learning (TFL) method for face identification. The idea is to learn low-rank approximations from raw intensity face images such that the squared distance between all faces of the… read more here.
Keywords: low rank; face identification; top push; push ... See more keywords
The UU-Net: Reversible Face De-Identification for Visual Surveillance Video Footage
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3066054
Abstract: We propose a reversible face de-identification method for video surveillance data, where landmark-based techniques cannot be reliably used. Our solution generates a photorealistic de-identified stream that meets the data protection regulations and can be publicly… read more here.
Keywords: video; face identification; reversible face; visual surveillance ... See more keywords
Fog Computing Based Face Identification and Resolution Scheme in Internet of Things
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2016.2607178
Abstract: The identification and resolution technology are the prerequisite for realizing identity consistency of physical–cyber space mapping in the Internet of Things (IoT). Face, as a distinctive noncoded and unstructured identifier, has especial advantages in identification… read more here.
Keywords: resolution; identification resolution; face identification; identification ... See more keywords
Social Trait Information in Deep Convolutional Neural Networks Trained for Face Identification
Sign Up to like & getrecommendations! Published in 2019 at "Cognitive science"
DOI: 10.1111/cogs.12729
Abstract: Faces provide information about a person's identity, as well as their sex, age, and ethnicity. People also infer social and personality traits from the face - judgments that can have important societal and personal consequences.… read more here.
Keywords: face identification; trained face; face; social trait ... See more keywords
Unconstrained Face Identification Based on 3D Face Frontalization and Support Vector Guided Dictionary Learning
Sign Up to like & getrecommendations! Published in 2020 at "Mathematical Problems in Engineering"
DOI: 10.1155/2020/8817571
Abstract: Face identification aims at putting a label on an unknown face with respect to some training set. Unconstrained face identification is a challenging problem because of the possible variations in face pose, illumination, occlusion, and… read more here.
Keywords: unconstrained face; support vector; vector guided; face identification ... See more keywords
Initial eye gaze to faces and its functional consequence on face identification abilities in autism spectrum disorder
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Neurodevelopmental Disorders"
DOI: 10.1186/s11689-019-9303-z
Abstract: BackgroundAutism spectrum disorder (ASD) is a neurodevelopmental disorder defined and diagnosed by core deficits in social communication and the presence of restricted and repetitive behaviors. Research on face processing suggests deficits in this domain in… read more here.
Keywords: initial eye; face; face identification; identification abilities ... See more keywords
Incongruence in Lighting Impairs Face Identification
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.834806
Abstract: The effect of uniform lighting on face identity processing is little understood, despite its potential influence on our ability to recognize faces. Here, we investigated how changes in uniform lighting level affected face identification performance… read more here.
Keywords: bright dim; face; face identification; dim ... See more keywords