AIMC Topic: Face

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A facial expression recognition network using hybrid feature extraction.

PloS one Jan 16, 2025
Facial expression recognition faces great challenges due to factors such as face similarity, image quality, and age variation. Although various existing end-to-end Convolutional Neural Network (CNN) architectures have achieved good classification res...
Facial Expression Facial Recognition Image Processing, Computer-Assisted Automated Facial Recognition Face Humans Neural Networks, Computer Algorithms
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Long-Term Predictive Modelling of the Craniofacial Complex Using Machine Learning on 2D Cephalometric Radiographs.

International dental journal Jan 5, 2025
OBJECTIVE: This study aimed to predict long-term growth-related changes in skeletal and dental relationships within the craniofacial complex using machine learning (ML) models.
Humans Adolescent Child Mandible Retrospective Studies Reproducibility of Results Male Adolescent Development Predictive Learning Models Radiography Cephalometry Random Forest Puberty Regression Analysis Predictive Value of Tests Face Random Allocation Incisor Body Size Maxilla Skull Base
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Exploring the potential of machine learning models to predict nasal measurements through facial landmarks.

The Journal of prosthetic dentistry Jan 3, 2025
STATEMENT OF PROBLEM: Information on predicting the measurements of the nose from selected facial landmarks to assist in maxillofacial prosthodontics is lacking.
Machine Learning Female Adult Humans Face Photography Nose Male Middle Aged Anatomic Landmarks
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Multimodal autism detection: Deep hybrid model with improved feature level fusion.

Computer methods and programs in biomedicine Dec 18, 2024
OBJECTIVE: Social communication difficulties are a characteristic of autism spectrum disorder (ASD), a neurodevelopmental condition. The earlier method of diagnosing autism largely relied on error-prone behavioral observation of symptoms. More intell...
Humans Electroencephalography Face Autistic Disorder Autism Spectrum Disorder Neural Networks, Computer Diagnosis, Computer-Assisted Machine Learning Deep Learning Algorithms
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TSFF-Net: A deep fake video detection model based on two-stream feature domain fusion.

PloS one Dec 13, 2024
With the advancement of deep forgery techniques, particularly propelled by generative adversarial networks (GANs), identifying deepfake faces has become increasingly challenging. Although existing forgery detection methods can identify tampering deta...
Face Algorithms Humans Image Processing, Computer-Assisted Neural Networks, Computer Video Recording
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OperaGAN: A simultaneous transfer network for opera makeup and complex headwear.

Neural networks : the official journal of the International Neural Network Society Dec 9, 2024
Standard makeup transfer techniques mainly focus on facial makeup. The texture details of headwear in style examples tend to be ignored. When dealing with complex portrait style transfer, simultaneous correct headwear and facial makeup transfer often...
Face Head Humans Neural Networks, Computer Algorithms
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Learning soft tissue deformation from incremental simulations.

Medical physics Dec 6, 2024
BACKGROUND: Surgical planning for orthognathic procedures demands swift and accurate biomechanical modeling of facial soft tissues. Efficient simulations are vital in the clinical pipeline, as surgeons may iterate through multiple plans. Biomechanica...
Face Mechanical Phenomena Finite Element Analysis Computer Simulation Biomechanical Phenomena Deep Learning Humans
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The Transformative Potential of AI in Ultrasound for Facial Aesthetics.

Journal of cosmetic dermatology Nov 25, 2024
BACKGROUND: The integration of artificial intelligence (AI) and ultrasound (US) technology is reshaping facial aesthetics, providing enhanced diagnostic precision, procedural safety, and personalized patient care. The variability in US imaging, stemm...
Precision Medicine Cosmetic Techniques Humans Ultrasonography Esthetics Face Artificial Intelligence
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Stress recognition identifying relevant facial action units through explainable artificial intelligence and machine learning.

Computer methods and programs in biomedicine Nov 17, 2024
BACKGROUND AND OBJECTIVE: Facial cues and expressions constitute a component of bodily responses that provide useful information about one's stress levels. According to the Facial Action Coding System, they can be modelled consistently in terms of fu...
Stress, Psychological Face Facial Expression Young Adult Humans Machine Learning Adult Artificial Intelligence Facial Muscles Male Algorithms Female
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Towards generalizable face forgery detection via mitigating spurious correlation.

Neural networks : the official journal of the International Neural Network Society Nov 17, 2024
The continuous advancement of face forgery techniques has caused a series of trust crises, posing a significant menace to information security and personal privacy. In response, deep learning is being employed to develop effective detection methods t...
Deep Learning Image Processing, Computer-Assisted Deception Automated Facial Recognition Face Neural Networks, Computer Algorithms Trust Humans
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