AIMC Topic: Pattern Recognition, Automated

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Enhancing gait recognition by multimodal fusion of mobilenetv1 and xception features via PCA for OaA-SVM classification.

Scientific reports Jul 26, 2024
Gait recognition has become an increasingly promising area of research in the search for noninvasive and effective methods of person identification. Its potential applications in security systems and medical diagnosis make it an exciting field with w...
Adult Male Deep Learning Algorithms Female Humans Gait Support Vector Machine Pattern Recognition, Automated Principal Component Analysis
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Integration of Tracking, Re-Identification, and Gesture Recognition for Facilitating Human-Robot Interaction.

Sensors (Basel, Switzerland) Jul 25, 2024
For successful human-robot collaboration, it is crucial to establish and sustain quality interaction between humans and robots, making it essential to facilitate human-robot interaction (HRI) effectively. The evolution of robot intelligence now enabl...
Robotics Pattern Recognition, Automated Artificial Intelligence Algorithms Gestures Humans
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FMCW Radar Human Action Recognition Based on Asymmetric Convolutional Residual Blocks.

Sensors (Basel, Switzerland) Jul 15, 2024
Human action recognition based on optical and infrared video data is greatly affected by the environment, and feature extraction in traditional machine learning classification methods is complex; therefore, this paper proposes a method for human acti...
Pattern Recognition, Automated Human Activities Radar Algorithms Deep Learning Neural Networks, Computer Machine Learning Humans
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Coupled Multimodal Emotional Feature Analysis Based on Broad-Deep Fusion Networks in Human-Robot Interaction.

IEEE transactions on neural networks and learning systems Jul 8, 2024
A coupled multimodal emotional feature analysis (CMEFA) method based on broad-deep fusion networks, which divide multimodal emotion recognition into two layers, is proposed. First, facial emotional features and gesture emotional features are extracte...
Robotics Pattern Recognition, Automated Facial Expression Support Vector Machine Emotions Neural Networks, Computer Algorithms Deep Learning Gestures Databases, Factual Humans
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Versatile Graph Neural Networks Toward Intuitive Human Activity Understanding.

IEEE transactions on neural networks and learning systems Jul 8, 2024
Benefiting from the advanced human visual system, humans naturally classify activities and predict motions in a short time. However, most existing computer vision studies consider those two tasks separately, resulting in an insufficient understanding...
Algorithms Pattern Recognition, Automated Human Activities Neural Networks, Computer Machine Learning Humans
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Elbow Gesture Recognition with an Array of Inductive Sensors and Machine Learning.

Sensors (Basel, Switzerland) Jun 28, 2024
This work presents a novel approach for elbow gesture recognition using an array of inductive sensors and a machine learning algorithm (MLA). This paper describes the design of the inductive sensor array integrated into a flexible and wearable sleeve...
Gestures Humans Elbow Algorithms Machine Learning Male Signal Processing, Computer-Assisted Adult Female Pattern Recognition, Automated Wearable Electronic Devices
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Feature evaluation for myoelectric pattern recognition of multiple nearby reaching targets.

Medical engineering & physics Jun 26, 2024
Intention detection of the reaching movement is considerable for myoelectric human and machine collaboration applications. A comprehensive set of handcrafted features was mined from windows of electromyogram (EMG) of the upper-limb muscles while reac...
Movement Support Vector Machine Signal Processing, Computer-Assisted Activities of Daily Living Pattern Recognition, Automated Humans Electromyography Adult Young Adult Female Male
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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 Pattern Recognition, Automated Neural Networks, Computer Image Processing, Computer-Assisted Automated Facial Recognition Algorithms Face
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Abnormal Behavior Recognition Based on 3D Dense Connections.

International journal of neural systems Jun 25, 2024
Abnormal behavior recognition is an important technology used to detect and identify activities or events that deviate from normal behavior patterns. It has wide applications in various fields such as network security, financial fraud detection, and ...
Neural Networks, Computer Algorithms Deep Learning Humans Crime Pattern Recognition, Automated Behavior
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Using Graphs to Perform Effective Sensor-Based Human Activity Recognition in Smart Homes.

Sensors (Basel, Switzerland) Jun 18, 2024
There has been a resurgence of applications focused on human activity recognition (HAR) in smart homes, especially in the field of ambient intelligence and assisted-living technologies. However, such applications present numerous significant challeng...
Human Activities Algorithms Humans Neural Networks, Computer Pattern Recognition, Automated
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