AIMC Topic: Automated Facial Recognition

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Diagnosis and Screening of Velocardiofacial Syndrome by Evaluating Facial Photographs Using a Deep Learning-Based Algorithm.

Plastic and reconstructive surgery Oct 1, 2024
BACKGROUND: Early detection of rare genetic diseases, including velocardiofacial syndrome (VCFS), is essential for patient well-being. However, the rarity of these diseases and limited clinical experience of physicians make diagnosis challenging. Dee...
Female Male Deep Learning Humans Neural Networks, Computer Algorithms Face Photography DiGeorge Syndrome Child, Preschool Child Automated Facial Recognition
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Enhancing Facial Expression Recognition through Light Field Cameras.

Sensors (Basel, Switzerland) Sep 3, 2024
In this paper, we study facial expression recognition (FER) using three modalities obtained from a light field camera: sub-aperture (SA), depth map, and all-in-focus (AiF) images. Our objective is to construct a more comprehensive and effective FER s...
Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Automated Facial Recognition Pattern Recognition, Automated Facial Expression Humans
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VT-3DCapsNet: Visual tempos 3D-Capsule network for video-based facial expression recognition.

PloS one Aug 23, 2024
Facial expression recognition(FER) is a hot topic in computer vision, especially as deep learning based methods are gaining traction in this field. However, traditional convolutional neural networks (CNN) ignore the relative position relationship of ...
Emotions Video Recording Automated Facial Recognition Facial Expression Neural Networks, Computer Facial Recognition Humans Deep Learning Imaging, Three-Dimensional
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TriCAFFNet: A Tri-Cross-Attention Transformer with a Multi-Feature Fusion Network for Facial Expression Recognition.

Sensors (Basel, Switzerland) Aug 21, 2024
In recent years, significant progress has been made in facial expression recognition methods. However, tasks related to facial expression recognition in real environments still require further research. This paper proposes a tri-cross-attention trans...
Humans Neural Networks, Computer Algorithms Pattern Recognition, Automated Facial Expression Image Processing, Computer-Assisted Automated Facial Recognition Face
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Computationally intelligent real-time security surveillance system in the education sector using deep learning.

PloS one Jul 11, 2024
Real-time security surveillance and identity matching using face detection and recognition are central research areas within computer vision. The classical facial detection techniques include Haar-like, MTCNN, AdaBoost, and others. These techniques e...
Security Measures Face Computer Security Algorithms Facial Recognition Deep Learning Automated Facial Recognition Humans
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Enhanced Hybrid Vision Transformer with Multi-Scale Feature Integration and Patch Dropping for Facial Expression Recognition.

Sensors (Basel, Switzerland) Jun 26, 2024
Convolutional neural networks (CNNs) have made significant progress in the field of facial expression recognition (FER). However, due to challenges such as occlusion, lighting variations, and changes in head pose, facial expression recognition in rea...
Facial Expression Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Automated Facial Recognition Face Pattern Recognition, Automated Humans
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Facial micro-expression recognition using stochastic graph convolutional network and dual transferred learning.

Neural networks : the official journal of the International Neural Network Society Jun 3, 2024
Micro-expression recognition (MER) has drawn increasing attention due to its wide application in lie detection, criminal detection and psychological consultation. However, the best recognition accuracy on recent public dataset is still low compared t...
Machine Learning Algorithms Image Processing, Computer-Assisted Humans Neural Networks, Computer Automated Facial Recognition Facial Expression Stochastic Processes
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Child face detection on front passenger seat through deep learning.

Traffic injury prevention May 8, 2024
OBJECTIVE: One of the main causes of death worldwide among young people are car crashes, and most of these fatalities occur to children who are seated in the front passenger seat and who, at the time of an accident, receive a direct impact from the a...
Infant, Newborn Aged Young Adult Automated Facial Recognition Adult Child, Preschool Face Humans Male Child Child Restraint Systems Infant Middle Aged Female Accidents, Traffic Deep Learning Adolescent
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Face anti-spoofing with cross-stage relation enhancement and spoof material perception.

Neural networks : the official journal of the International Neural Network Society Mar 27, 2024
Face Anti-Spoofing (FAS) seeks to protect face recognition systems from spoofing attacks, which is applied extensively in scenarios such as access control, electronic payment, and security surveillance systems. Face anti-spoofing requires the integra...
Face Computer Security Humans Image Processing, Computer-Assisted Neural Networks, Computer Automated Facial Recognition Algorithms
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Self-helped detection of obstructive sleep apnea based on automated facial recognition and machine learning.

Sleep & breathing = Schlaf & Atmung Jun 6, 2023
PURPOSE: The diagnosis of obstructive sleep apnea (OSA) relies on time-consuming and complicated procedures which are not always readily available and may delay diagnosis. With the widespread use of artificial intelligence, we presumed that the combi...
Surveys and Questionnaires Machine Learning Humans Mass Screening Automated Facial Recognition Female Artificial Intelligence Sleep Apnea, Obstructive Polysomnography Male
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