AIMC Topic: Biometric Identification

Clear Filters Showing 81 to 90 of 153 articles

CorNET: Deep Learning Framework for PPG-Based Heart Rate Estimation and Biometric Identification in Ambulant Environment.

IEEE transactions on biomedical circuits and systems Jan 10, 2019
Advancements in wireless sensor network technologies have enabled the proliferation of miniaturized body-worn sensors, capable of long-term pervasive biomedical signal monitoring. Remote cardiovascular monitoring has been one of the beneficiaries of ...
Walking Heart Rate Biometric Identification Photoplethysmography Electrocardiography Signal Processing, Computer-Assisted Algorithms Deep Learning Humans
View on PubMed DOI

Robust Single-Sample Face Recognition by Sparsity-Driven Sub-Dictionary Learning Using Deep Features.

Sensors (Basel, Switzerland) Jan 3, 2019
Face recognition using a single reference image per subject is challenging, above all when referring to a large gallery of subjects. Furthermore, the problem hardness seriously increases when the images are acquired in unconstrained conditions. In th...
Humans Image Processing, Computer-Assisted Pattern Recognition, Automated Biometric Identification Facial Recognition Algorithms Databases, Factual Deep Learning
View on PubMed DOI

Unsupervised Person Re-Identification by Deep Asymmetric Metric Embedding.

IEEE transactions on pattern analysis and machine intelligence Dec 14, 2018
Person re-identification (Re-ID) aims to match identities across non-overlapping camera views. Researchers have proposed many supervised Re-ID models which require quantities of cross-view pairwise labelled data. This limits their scalabilities to ma...
Deep Learning Image Processing, Computer-Assisted Cluster Analysis Unsupervised Machine Learning Humans Algorithms Video Recording Biometric Identification
View on PubMed DOI

Feasibility of Reidentifying Individuals in Large National Physical Activity Data Sets From Which Protected Health Information Has Been Removed With Use of Machine Learning.

JAMA network open Dec 7, 2018
IMPORTANCE: Despite data aggregation and removal of protected health information, there is concern that deidentified physical activity (PA) data collected from wearable devices can be reidentified. Organizations collecting or distributing such data s...
Biometric Identification Computer Security Fitness Trackers Feasibility Studies Medical Informatics Accelerometry Male Female Middle Aged Young Adult Exercise Adult Support Vector Machine Humans Confidentiality Machine Learning Adolescent Databases, Factual Child
View on PubMed DOI

Face Recognition Using the SR-CNN Model.

Sensors (Basel, Switzerland) Dec 3, 2018
In order to solve the problem of face recognition in complex environments being vulnerable to illumination change, object rotation, occlusion, and so on, which leads to the imprecision of target position, a face recognition algorithm with multi-featu...
Image Processing, Computer-Assisted Face Biometric Identification Facial Recognition Neural Networks, Computer Algorithms Databases, Factual Humans
View on PubMed DOI

Intraspectrum Discrimination and Interspectrum Correlation Analysis Deep Network for Multispectral Face Recognition.

IEEE transactions on cybernetics Nov 6, 2018
Multispectral images contain rich recognition information since the multispectral camera can reveal information that is not visible to the human eye or to the conventional RGB camera. Due to this characteristic of multispectral images, multispectral ...
Image Processing, Computer-Assisted Discriminant Analysis Face Humans Deep Learning Biometric Identification
View on PubMed DOI

Early Expression Detection via Online Multi-Instance Learning With Nonlinear Extension.

IEEE transactions on neural networks and learning systems Oct 3, 2018
Video-based facial expression recognition has received substantial attention over the past decade, while early expression detection (EED) is still a relatively new and challenging problem. The goal of EED is to identify an expression as quickly as po...
Biometric Identification Artificial Intelligence Machine Learning Time Factors Pattern Recognition, Automated Facial Expression Nonlinear Dynamics Video Recording Humans Neural Networks, Computer
View on PubMed DOI

ECG authentication system design incorporating a convolutional neural network and generalized S-Transformation.

Computers in biology and medicine Sep 29, 2018
Electrocardiogram (ECG) is gaining increased attention as a biometric method in a wide range of applications, such as access control and security/privacy requirements. The majority of reported investigations using the ECG biometric method are usually...
Databases, Factual Female Reproducibility of Results Aged Electrocardiography Humans Neural Networks, Computer Signal Processing, Computer-Assisted Algorithms Atrial Fibrillation Normal Distribution Heart Rate Biometric Identification Middle Aged Adolescent Young Adult Computational Biology Adult Male
View on PubMed DOI

CNN-Based Multimodal Human Recognition in Surveillance Environments.

Sensors (Basel, Switzerland) Sep 11, 2018
In the current field of human recognition, most of the research being performed currently is focused on re-identification of different body images taken by several cameras in an outdoor environment. On the other hand, there is almost no research bein...
Humans Body Constitution Male Face Biometric Identification Neural Networks, Computer Databases, Factual Female
View on PubMed DOI

Representation Learning by Rotating Your Faces.

IEEE transactions on pattern analysis and machine intelligence Sep 3, 2018
The large pose discrepancy between two face images is one of the fundamental challenges in automatic face recognition. Conventional approaches to pose-invariant face recognition either perform face frontalization on, or learn a pose-invariant represe...
Biometric Identification Rotation Face Pattern Recognition, Automated Humans Machine Learning Male Image Processing, Computer-Assisted Algorithms Female
View on PubMed DOI
Popular Topics
Recent Journals