AIMC Topic: Facial Recognition

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Decoding face identity: A reverse-correlation approach using deep learning.

Cognition Nov 16, 2024
Face recognition is crucial for social interactions. Traditional approaches primarily rely on subjective judgment, utilizing a pre-selected set of facial features based on literature or intuition to identify critical facial features for face recognit...
Humans Male Deep Learning Facial Recognition Young Adult Adult Female
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CSTAN: A Deepfake Detection Network with CST Attention for Superior Generalization.

Sensors (Basel, Switzerland) Nov 5, 2024
With the advancement of deepfake forgery technology, highly realistic fake faces have posed serious security risks to sensor-based facial recognition systems. Recent deepfake detection models mainly use binary classification models based on deep lear...
Face Facial Recognition Image Processing, Computer-Assisted Humans Automated Facial Recognition Algorithms Deep Learning Neural Networks, Computer
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Effect of observer's cultural background and masking condition of target face on facial expression recognition for machine-learning dataset.

PloS one Oct 30, 2024
Facial expression recognition (FER) is significantly influenced by the cultural background (CB) of observers and the masking conditions of the target face. This study aimed to clarify these factors' impact on FER, particularly in machine-learning dat...
Male Facial Expression Female Young Adult Humans Facial Recognition East Asian People Machine Learning Adult Emotions
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Social anxiety prediction based on ERP features: A deep learning approach.

Journal of affective disorders Sep 3, 2024
BACKGROUND: Social Anxiety Disorder is traditionally diagnosed using subjective scales that may lack accuracy. Recently, EEG technology has gained importance for anxiety detection due to its ability to capture stable and objective neurophysiological ...
Humans Adult Male Anxiety Female Young Adult Facial Recognition Deep Learning Electroencephalography Facial Expression Phobia, Social Evoked Potentials
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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 ...
Deep Learning Imaging, Three-Dimensional Emotions Humans Facial Expression Facial Recognition Video Recording Neural Networks, Computer Automated Facial Recognition
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The face inversion effect through the lens of deep neural networks.

Proceedings. Biological sciences Aug 14, 2024
Neural Networks, Computer Facial Recognition Humans
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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...
Facial Recognition Security Measures Automated Facial Recognition Face Computer Security Algorithms Deep Learning Humans
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Image-based facial emotion recognition using convolutional neural network on emognition dataset.

Scientific reports Jun 23, 2024
Detecting emotions from facial images is difficult because facial expressions can vary significantly. Previous research on using deep learning models to classify emotions from facial images has been carried out on various datasets that contain a limi...
Facial Expression Humans Facial Recognition Neural Networks, Computer Male Image Processing, Computer-Assisted Female Deep Learning Emotions
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Predicting personality or prejudice? Facial inference in the age of artificial intelligence.

Current opinion in psychology Jun 21, 2024
Facial inference, a cornerstone of person perception, has traditionally been studied through human judgments about personality traits and abilities based on people's faces. Recent advances in artificial intelligence (AI) have introduced new dimension...
Prejudice Artificial Intelligence Personality Facial Recognition Social Perception Judgment Humans
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Deep learning for automatic facial detection and recognition in Japanese macaques: illuminating social networks.

Primates; journal of primatology May 17, 2024
Individual identification plays a pivotal role in ecology and ethology, notably as a tool for complex social structures understanding. However, traditional identification methods often involve invasive physical tags and can prove both disruptive for ...
Animals Male Female Facial Recognition Deep Learning Social Networking Japan Macaca fuscata
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