AIMC Topic: Automated Facial Recognition

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Auxiliary Teaching and Student Evaluation Methods Based on Facial Expression Recognition in Medical Education.

JMIR human factors May 22, 2025
Traditional medical education encounters several challenges. The introduction of advanced facial expression recognition technology offers a new approach to address these issues. The aim of the study is to propose a medical education-assisted teaching...
Humans Education, Medical Facial Expression Teaching Students, Medical Deep Learning Automated Facial Recognition
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A generative adversarial network-based accurate masked face recognition model using dual scale adaptive efficient attention network.

Scientific reports May 21, 2025
Masked identification of faces is necessary for authentication purposes. Face masks are frequently utilized in a wide range of professions and sectors including public safety, health care, schooling, catering services, production, sales, and shipping...
Facial Recognition Generative Adversarial Networks Biometric Identification Masks Image Processing, Computer-Assisted Automated Facial Recognition Face Humans Neural Networks, Computer Deep Learning
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Driver facial emotion tracking using an enhanced residual network with weighted fusion of channel and spatial attention.

Scientific reports Apr 12, 2025
Facial expression recognition (FER) plays a crucial role in interpreting human emotions and intentions in real-life applications, such as advanced driver assistance systems. However, it faces challenges due to subtle facial variations, environmental ...
Attention Automated Facial Recognition Facial Expression Algorithms Emotions Facial Recognition Humans Neural Networks, Computer
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Neural network-based ensemble approach for multi-view facial expression recognition.

PloS one Mar 19, 2025
In this paper, we developed a pose-aware facial expression recognition technique. The proposed technique employed K nearest neighbor for pose detection and a neural network-based extended stacking ensemble model for pose-aware facial expression recog...
Algorithms Humans Face Bayes Theorem Facial Expression Neural Networks, Computer Automated Facial Recognition
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DCAlexNet: Deep coupled AlexNet for micro facial expression recognition based on double face images.

Computers in biology and medicine Mar 12, 2025
Facial Micro-Expression Recognition (FER) presents challenges due to individual variations in emotional intensity and the complexity of feature extraction. While apex frames offer valuable emotional information, their precise role in FER remains uncl...
Deep Learning Convolutional Neural Networks Image Processing, Computer-Assisted Databases, Factual Automated Facial Recognition Humans Female Face Neural Networks, Computer Male Facial Expression
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Portable and Self-Powered Sensing AI-Enabled Mask for Emotional Recognition in Virtual Reality.

ACS applied materials & interfaces Mar 12, 2025
With the increasing development of metaverse and human-computer interaction (HMI) technologies, artificial intelligence (AI) applications in virtual reality (VR) environments are receiving significant attention. This study presents a self-sensing fac...
Emotions Automated Facial Recognition Masks Facial Recognition Machine Learning Algorithms Virtual Reality Humans Artificial Intelligence
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Global Cross-Entropy Loss for Deep Face Recognition.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Mar 11, 2025
Contemporary deep face recognition techniques predominantly utilize the Softmax loss function, designed based on the similarities between sample features and class prototypes. These similarities can be categorized into four types: in-sample target si...
Automated Facial Recognition Humans Face Entropy Deep Learning Algorithms Biometric Identification Image Processing, Computer-Assisted Databases, Factual
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AD-VAE: Adversarial Disentangling Variational Autoencoder.

Sensors (Basel, Switzerland) Mar 4, 2025
Face recognition (FR) is a less intrusive biometrics technology with various applications, such as security, surveillance, and access control systems. FR remains challenging, especially when there is only a single image per person as a gallery datase...
Humans Deep Learning Neural Networks, Computer Face Image Processing, Computer-Assisted Algorithms Biometric Identification Automated Facial Recognition Autoencoder
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A Review of Machine Learning and Deep Learning Methods for Person Detection, Tracking and Identification, and Face Recognition with Applications.

Sensors (Basel, Switzerland) Feb 26, 2025
This paper provides a comprehensive analysis of recent developments in face recognition, tracking, identification, and person detection technologies, highlighting the benefits and drawbacks of the available techniques. To assess the state-of-art in t...
Biometric Identification Facial Recognition Deep Learning Humans Automated Facial Recognition Machine Learning Face
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A Tutorial on the Use of Artificial Intelligence Tools for Facial Emotion Recognition in R.

Multivariate behavioral research Feb 14, 2025
Automated detection of facial emotions has been an interesting topic for multiple decades in social and behavioral research but is only possible very recently. In this tutorial, we review three popular artificial intelligence based emotion detection ...
Machine Learning Software Algorithms Humans Artificial Intelligence Automated Facial Recognition Facial Expression Facial Recognition Deep Learning Emotions
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