AIMC Topic: Pattern Recognition, Automated

Clear Filters Showing 41 to 50 of 1658 articles

An adversarial transformer for anomalous lamb wave pattern detection.

Neural networks : the official journal of the International Neural Network Society Jan 12, 2025
Lamb waves are widely used for defect detection in structural health monitoring, and various methods are developed for Lamb wave data analysis. This paper presents an unsupervised Adversarial Transformer model for anomalous Lamb wave pattern detectio...
Pattern Recognition, Automated Neural Networks, Computer Algorithms
View on PubMed DOI

Human-Centric Transformer for Domain Adaptive Action Recognition.

IEEE transactions on pattern analysis and machine intelligence Jan 9, 2025
We study the domain adaptation task for action recognition, namely domain adaptive action recognition, which aims to effectively transfer action recognition power from a label-sufficient source domain to a label-free target domain. Since actions are ...
Human Activities Video Recording Pattern Recognition, Automated Machine Learning Algorithms Image Processing, Computer-Assisted Cues Humans
View on PubMed DOI

Adaptive Gait Feature Learning Using Mixed Gait Sequence.

IEEE transactions on neural networks and learning systems Jan 7, 2025
Gait recognition has become a mainstream technology for identification, as it can recognize the identity of subjects from a distance without any cooperation. However, when subjects wear coats (CL) or backpacks (BG), their gait silhouette will be occl...
Humans Algorithms Gait Neural Networks, Computer Machine Learning Pattern Recognition, Automated
View on PubMed DOI

SemiHAR: Improving Semisupervised Human Activity Recognition via Multitask Learning.

IEEE transactions on neural networks and learning systems Jan 7, 2025
Semisupervised human activity recognition (SemiHAR) has attracted attention in recent years from various domains, such as digital health and ambient intelligence. Currently, it still faces two challenges. For one thing, discriminative features may ex...
Human Activities Markov Chains Pattern Recognition, Automated Databases, Factual Machine Learning Supervised Machine Learning Humans Algorithms Neural Networks, Computer
View on PubMed DOI

Seeking a Hierarchical Prototype for Multimodal Gesture Recognition.

IEEE transactions on neural networks and learning systems Jan 7, 2025
Gesture recognition has drawn considerable attention from many researchers owing to its wide range of applications. Although significant progress has been made in this field, previous works always focus on how to distinguish between different gesture...
Humans Gestures Pattern Recognition, Automated Neural Networks, Computer Algorithms
View on PubMed DOI

A discriminative multi-modal adaptation neural network model for video action recognition.

Neural networks : the official journal of the International Neural Network Society Jan 3, 2025
Research on video-based understanding and learning has attracted widespread interest and has been adopted in various real applications, such as e-healthcare, action recognition, affective computing, to name a few. Amongst them, video-based action rec...
Video Recording Humans Pattern Recognition, Automated Algorithms Neural Networks, Computer Machine Learning
View on PubMed DOI

SVM directed machine learning classifier for human action recognition network.

Scientific reports Jan 3, 2025
Understanding human behavior and human action recognition are both essential components of effective surveillance video analysis for the purpose of guaranteeing public safety. However, existing approaches such as three-dimensional convolutional neura...
Human Activities Pattern Recognition, Automated Humans Machine Learning Support Vector Machine Algorithms Video Recording Neural Networks, Computer
View on PubMed DOI

GSE: A global-local storage enhanced video object recognition model.

Neural networks : the official journal of the International Neural Network Society Jan 2, 2025
The presence of substantial similarities and redundant information within video data limits the performance of video object recognition models. To address this issue, a Global-Local Storage Enhanced video object recognition model (GSE) is proposed in...
Humans Neural Networks, Computer Algorithms Video Recording Pattern Recognition, Automated
View on PubMed DOI

Vision Sensor for Automatic Recognition of Human Activities via Hybrid Features and Multi-Class Support Vector Machine.

Sensors (Basel, Switzerland) Jan 1, 2025
Over recent years, automated Human Activity Recognition (HAR) has been an area of concern for many researchers due to its widespread application in surveillance systems, healthcare environments, and many more. This has led researchers to develop cohe...
Human Activities Support Vector Machine Humans Pattern Recognition, Automated Algorithms
View on PubMed DOI

Identity Model Transformation for boosting performance and efficiency in object detection network.

Neural networks : the official journal of the International Neural Network Society Dec 31, 2024
Modifying the structure of an existing network is a common method to further improve the performance of the network. However, modifying some layers in network often results in pre-trained weight mismatch, and fine-tune process is time-consuming and r...
Neural Networks, Computer Pattern Recognition, Automated Humans Algorithms
View on PubMed DOI
Popular Topics
Recent Journals