AIMC Topic: Biometric Identification

Clear Filters Showing 101 to 110 of 153 articles

EAC-Net: Deep Nets with Enhancing and Cropping for Facial Action Unit Detection.

IEEE transactions on pattern analysis and machine intelligence Jan 10, 2018
In this paper, we propose a deep learning based approach for facial action unit (AU) detection by enhancing and cropping regions of interest of face images. The approach is implemented by adding two novel nets (a.k.a. layers): the enhancing layers an...
Young Adult Male Deep Learning Databases, Factual Humans Female Neural Networks, Computer Facial Expression Image Enhancement Biometric Identification Image Processing, Computer-Assisted Face
View on PubMed DOI

Feature Extraction with GMDH-Type Neural Networks for EEG-Based Person Identification.

International journal of neural systems Dec 28, 2017
The brain activity observed on EEG electrodes is influenced by volume conduction and functional connectivity of a person performing a task. When the task is a biometric test the EEG signals represent the unique "brain print", which is defined by the ...
Humans Neural Networks, Computer Regression Analysis Signal Processing, Computer-Assisted Brain Mapping Biometric Identification Algorithms Electroencephalography Brain Axon Guidance
View on PubMed DOI

Affect recognition from facial movements and body gestures by hierarchical deep spatio-temporal features and fusion strategy.

Neural networks : the official journal of the International Neural Network Society Dec 7, 2017
Affect presentation is periodic and multi-modal, such as through facial movements, body gestures, and so on. Studies have shown that temporal selection and multi-modal combinations may benefit affect recognition. In this article, we therefore propose...
Humans Neural Networks, Computer Biometric Identification Gestures Facial Expression
View on PubMed DOI

Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video.

IEEE transactions on pattern analysis and machine intelligence Nov 22, 2017
Riemannian manifolds have been widely employed for video representations in visual classification tasks including video-based face recognition. The success mainly derives from learning a discriminant Riemannian metric which encodes the non-linear geo...
Biometric Identification Face Pattern Recognition, Automated Humans Machine Learning Image Processing, Computer-Assisted Video Recording Algorithms
View on PubMed DOI

Sharable and Individual Multi-View Metric Learning.

IEEE transactions on pattern analysis and machine intelligence Sep 7, 2017
This paper presents a sharable and individual multi-view metric learning (MvML) approach for visual recognition. Unlike conventional metric leaning methods which learn a distance metric on either a single type of feature representation or a concatena...
Biometric Identification Family Face Pattern Recognition, Automated Humans Deep Learning Image Processing, Computer-Assisted Databases, Factual
View on PubMed DOI

A Grey Wolf Optimizer for Modular Granular Neural Networks for Human Recognition.

Computational intelligence and neuroscience Aug 14, 2017
A grey wolf optimizer for modular neural network (MNN) with a granular approach is proposed. The proposed method performs optimal granulation of data and design of modular neural networks architectures to perform human recognition, and to prove its e...
Algorithms Humans Biometric Identification Neural Networks, Computer
View on PubMed DOI

Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach.

IEEE transactions on pattern analysis and machine intelligence Aug 10, 2017
Face attribute estimation has many potential applications in video surveillance, face retrieval, and social media. While a number of methods have been proposed for face attribute estimation, most of them did not explicitly consider the attribute corr...
Humans Face Neural Networks, Computer Facial Expression Biometric Identification Young Adult Adult Databases, Factual Deep Learning Male Female Adolescent
View on PubMed DOI

Two-Stream Transformer Networks for Video-Based Face Alignment.

IEEE transactions on pattern analysis and machine intelligence Aug 1, 2017
In this paper, we propose a two-stream transformer networks (TSTN) approach for video-based face alignment. Unlike conventional image-based face alignment approaches which cannot explicitly model the temporal dependency in videos and motivated by the...
Humans Neural Networks, Computer Deep Learning Biometric Identification Image Processing, Computer-Assisted Databases, Factual Face Regression Analysis Pattern Recognition, Automated Video Recording Facial Expression
View on PubMed DOI

F-norm distance metric based robust 2DPCA and face recognition.

Neural networks : the official journal of the International Neural Network Society Jul 21, 2017
Two-dimensional principal component analysis (2DPCA) employs squared F-norm as the distance metric for dimensionality reduction. It is commonly known that squared F-norm is sensitive to the presence of outliers. To address this problem, we use F-norm...
Neural Networks, Computer Principal Component Analysis Biometric Identification Pattern Recognition, Automated
View on PubMed DOI

A novel deep learning algorithm for incomplete face recognition: Low-rank-recovery network.

Neural networks : the official journal of the International Neural Network Society Jul 20, 2017
There have been a lot of methods to address the recognition of complete face images. However, in real applications, the images to be recognized are usually incomplete, and it is more difficult to realize such a recognition. In this paper, a novel con...
Biometric Identification Machine Learning Pattern Recognition, Automated Neural Networks, Computer
View on PubMed DOI
Popular Topics
Recent Journals