AIMC Topic: Automated Facial Recognition

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Facial Image expression recognition and prediction system.

Scientific reports Nov 12, 2024
Facial expression recognition system is an advanced technology that allows machines to recognize human emotions based on their facial expressions. In order to develop a robust prediction model, this research work proposes three distinct architectural...
Image Processing, Computer-Assisted Support Vector Machine Emotions Automated Facial Recognition Face Facial Expression Humans Neural Networks, Computer Algorithms
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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...
Algorithms Deep Learning Image Processing, Computer-Assisted Humans Neural Networks, Computer Automated Facial Recognition Face 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 Face Neural Networks, Computer Child, Preschool Photography Algorithms Child DiGeorge Syndrome 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...
Image Processing, Computer-Assisted Automated Facial Recognition Pattern Recognition, Automated Humans Neural Networks, Computer Algorithms Facial Expression
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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 ...
Video Recording Deep Learning Facial Recognition Humans Automated Facial Recognition Neural Networks, Computer Facial Expression Imaging, Three-Dimensional Emotions
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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...
Algorithms Image Processing, Computer-Assisted Automated Facial Recognition Face Pattern Recognition, Automated Facial Expression Humans Neural Networks, Computer
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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...
Computer Security Humans Facial Recognition Algorithms Security Measures Deep Learning Automated Facial Recognition Face
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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...
Humans Facial Expression Automated Facial Recognition Face Pattern Recognition, Automated Neural Networks, Computer Algorithms Image Processing, Computer-Assisted
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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...
Stochastic Processes Automated Facial Recognition Facial Expression Humans Neural Networks, Computer Machine Learning Algorithms Image Processing, Computer-Assisted
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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...
Child Accidents, Traffic Automated Facial Recognition Face Child Restraint Systems Aged Deep Learning Adolescent Young Adult Male Child, Preschool Adult Middle Aged Humans Infant Female Infant, Newborn
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