AIMC Topic: Recognition, Psychology

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Hierarchical Context-Based Emotion Recognition With Scene Graphs.

IEEE transactions on neural networks and learning systems Feb 29, 2024
For a better intention inference, we often try to figure out the emotional states of other people in social communications. Many studies on affective computing have been carried out to infer emotions through perceiving human states, i.e., facial expr...
Facial Expression Recognition, Psychology Humans Neural Networks, Computer Emotions
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Assessing Verbal Eyewitness Confidence Statements Using Natural Language Processing.

Psychological science Feb 20, 2024
After an eyewitness completes a lineup, officers are advised to ask witnesses how confident they are in their identification. Although researchers in the lab typically study eyewitness confidence numerically, confidence in the field is primarily gath...
Crime Recognition, Psychology Police Natural Language Processing Mental Recall Adult Humans
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A generative adaptive convolutional neural network with attention mechanism for driver fatigue detection with class-imbalanced and insufficient data.

Behavioural brain research Feb 19, 2024
Over the past few years, fatigue driving has emerged as one of the main causes of traffic accidents, necessitating the development of driver fatigue detection systems. However, many existing methods involves tedious manual parameter tunings, a proces...
Neural Networks, Computer Upper Extremity Recognition, Psychology
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Using deep neural networks to disentangle visual and semantic information in human perception and memory.

Nature human behaviour Feb 8, 2024
Mental representations of familiar categories are composed of visual and semantic information. Disentangling the contributions of visual and semantic information in humans is challenging because they are intermixed in mental representations. Deep neu...
Female Young Adult Neural Networks, Computer Semantics Memory Adult Male Humans Recognition, Psychology Mental Recall Facial Recognition Visual Perception
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PIRNet: Personality-Enhanced Iterative Refinement Network for Emotion Recognition in Conversation.

IEEE transactions on neural networks and learning systems Feb 5, 2024
Emotion recognition in conversation (ERC) is important for enhancing user experience in human-computer interaction. Unlike vanilla emotion recognition in individual utterances, ERC aims to classify constituent utterances in a dialog into correspondin...
Humans Neural Networks, Computer Emotions Recognition, Psychology Communication Personality
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IremulbNet: Rethinking the inverted residual architecture for image recognition.

Neural networks : the official journal of the International Neural Network Society Jan 23, 2024
An increasing need of running Convolutional Neural Network (CNN) models on mobile devices encourages the studies on efficient and lightweight neural network model. In this paper, an Inverse Residual Multi-Branch Network named IremulbNet is proposed t...
Databases, Factual Recognition, Psychology Neural Networks, Computer
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Integrated block-wise neural network with auto-learning search framework for finger gesture recognition using sEMG signals.

Artificial intelligence in medicine Jan 17, 2024
Accurate finger gesture recognition with surface electromyography (sEMG) is essential and long-challenge in the muscle-computer interface, and many high-performance deep learning models have been developed to predict gestures. For these models, probl...
Electromyography Attention Gestures Recognition, Psychology Neural Networks, Computer Algorithms
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Relabeling for Indoor Localization Using Stationary Beacons in Nursing Care Facilities.

Sensors (Basel, Switzerland) Jan 5, 2024
In this study, we propose an augmentation method for machine learning based on relabeling data in caregiving and nursing staff indoor localization with Bluetooth Low Energy (BLE) technology. Indoor localization is used to monitor staff-to-patient ass...
Technology Machine Learning Data Collection Recognition, Psychology Humans Research Design
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Image Recognition and Parameter Analysis of Concrete Vibration State Based on Support Vector Machine.

Journal of visualized experiments : JoVE Jan 5, 2024
In this paper, the directional gradient histogram technology is employed to extract the features of concrete image samples captured under different vibration states. The support vector machine (SVM) is utilized to learn the relationship between image...
Machine Learning Vibration Technology Recognition, Psychology Support Vector Machine
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Hierarchical attention-guided multiscale aggregation network for infrared small target detection.

Neural networks : the official journal of the International Neural Network Society Dec 22, 2023
All man-made flying objects in the sky, ships in the ocean can be regarded as small infrared targets, and the method of tracking them has been received widespread attention in recent years. In search of a further efficient method for infrared small t...
Neural Networks, Computer Humans Semantics Image Processing, Computer-Assisted Recognition, Psychology
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