AIMC Topic: Automated Facial Recognition

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Iterative Dynamic Generic Learning for Face Recognition From a Contaminated Single-Sample Per Person.

IEEE transactions on neural networks and learning systems Apr 2, 2021
This article focuses on a new and practical problem in single-sample per person face recognition (SSPP FR), i.e., SSPP FR with a contaminated biometric enrolment database (SSPP-ce FR), where the SSPP-based enrolment database is contaminated by nuisan...
Artificial Intelligence Machine Learning Algorithms Humans Neural Networks, Computer Automated Facial Recognition Biometric Identification Biometry Databases, Factual Feedback Deep Learning
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CapsField: Light Field-Based Face and Expression Recognition in the Wild Using Capsule Routing.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Feb 5, 2021
Light field (LF) cameras provide rich spatio-angular visual representations by sensing the visual scene from multiple perspectives and have recently emerged as a promising technology to boost the performance of human-machine systems such as biometric...
Face Facial Expression Male Deep Learning Image Processing, Computer-Assisted Automated Facial Recognition Information Storage and Retrieval Humans Female
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Deep Coattention-Based Comparator for Relative Representation Learning in Person Re-Identification.

IEEE transactions on neural networks and learning systems Feb 4, 2021
Person re-identification (re-ID) favors discriminative representations over unseen shots to recognize identities in disjoint camera views. Effective methods are developed via pair-wise similarity learning to detect a fixed set of region features, whi...
Humans Neural Networks, Computer Deep Learning Image Processing, Computer-Assisted Benchmarking Algorithms Attention Databases, Factual Automated Facial Recognition Reproducibility of Results Biometric Identification Artificial Intelligence Software
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Face Hallucination With Finishing Touches.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Jan 14, 2021
Obtaining a high-quality frontal face image from a low-resolution (LR) non-frontal face image is primarily important for many facial analysis applications. However, mainstreams either focus on super-resolving near-frontal LR faces or frontalizing non...
Humans Machine Learning Female Face Male Image Processing, Computer-Assisted Automated Facial Recognition
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Generating photo-realistic training data to improve face recognition accuracy.

Neural networks : the official journal of the International Neural Network Society Nov 27, 2020
Face recognition has become a widely adopted biometric in forensics, security and law enforcement thanks to the high accuracy achieved by systems based on convolutional neural networks (CNNs). However, to achieve good performance, CNNs need to be tra...
Automated Facial Recognition Photography Facial Recognition Humans Neural Networks, Computer Machine Learning
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Robust facial landmark detection by cross-order cross-semantic deep network.

Neural networks : the official journal of the International Neural Network Society Nov 16, 2020
Recently, convolutional neural networks (CNNs)-based facial landmark detection methods have achieved great success. However, most of existing CNN-based facial landmark detection methods have not attempted to activate multiple correlated facial parts ...
Semantic Web Semantics Face Humans Neural Networks, Computer Automated Facial Recognition
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Lightweight and Resource-Constrained Learning Network for Face Recognition with Performance Optimization.

Sensors (Basel, Switzerland) Oct 27, 2020
Despite considerable progress in face recognition technology in recent years, deep learning (DL) and convolutional neural networks (CNN) have revealed commendable recognition effects with the advent of artificial intelligence and big data. FaceNet wa...
Humans Neural Networks, Computer Artificial Intelligence Algorithms Deep Learning Automated Facial Recognition Head
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A Novel Use of Artificial Intelligence to Examine Diversity and Hospital Performance.

The Journal of surgical research Oct 21, 2020
BACKGROUND: The US population is becoming more racially and ethnically diverse. Research suggests that cultural diversity within organizations can increase team potency and performance, yet this theory has not been explored in the field of surgery. F...
Hospital Departments United States Minority Groups Ethnicity Quality Assurance, Health Care Outcome Assessment, Health Care Female Cultural Diversity Quality Indicators, Health Care Patient Satisfaction Male Humans Gender Equity Gastroenterology Automated Facial Recognition Artificial Intelligence
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Development of a Robust Multi-Scale Featured Local Binary Pattern for Improved Facial Expression Recognition.

Sensors (Basel, Switzerland) Sep 21, 2020
Compelling facial expression recognition (FER) processes have been utilized in very successful fields like computer vision, robotics, artificial intelligence, and dynamic texture recognition. However, the FER's critical problem with traditional local...
Support Vector Machine Automated Facial Recognition Facial Expression Humans Algorithms
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FPGAN: Face de-identification method with generative adversarial networks for social robots.

Neural networks : the official journal of the International Neural Network Society Sep 20, 2020
In this paper, we propose a new face de-identification method based on generative adversarial network (GAN) to protect visual facial privacy, which is an end-to-end method (herein, FPGAN). First, we propose FPGAN and mathematically prove its converge...
Robotics Humans Data Anonymization Image Processing, Computer-Assisted Automated Facial Recognition
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