AIMC Topic: Pattern Recognition, Automated

Clear Filters Showing 21 to 30 of 1671 articles

Driving scene image Dehazing model based on multi-branch and multi-scale feature fusion.

Neural networks : the official journal of the International Neural Network Society Apr 13, 2025
Image dehazing is critical for enhancing image quality in applications such as autonomous driving, surveillance, and remote sensing. This paper presents an innovative image dehazing model based on a multi-branch and multi-scale feature fusion network...
Automobile Driving Pattern Recognition, Automated Algorithms Image Processing, Computer-Assisted Humans Neural Networks, Computer
View on PubMed DOI

YOLOv8-G2F: A portable gesture recognition optimization algorithm.

Neural networks : the official journal of the International Neural Network Society Apr 12, 2025
Hand gesture recognition (HGR) is a significant research area with applications in human-computer interaction, artificial intelligence, and more. In the early stage of development of HGR, there are high hardware costs and large usage requirements. To...
Humans Algorithms Deep Learning Gestures Neural Networks, Computer Artificial Intelligence Hand Pattern Recognition, Automated
View on PubMed DOI

High-order diversity feature learning for pedestrian attribute recognition.

Neural networks : the official journal of the International Neural Network Society Apr 11, 2025
Pedestrian attribute recognition (PAR) involves accurately identifying multiple attributes present in pedestrian images. There are two main approaches for PAR: part-based method and attention-based method. The former relies on existing segmentation o...
Pedestrians Attention Pattern Recognition, Automated Machine Learning Algorithms Humans Neural Networks, Computer
View on PubMed DOI

GDVIFNet: A generated depth and visible image fusion network with edge feature guidance for salient object detection.

Neural networks : the official journal of the International Neural Network Society Apr 5, 2025
In recent years, despite significant advancements in salient object detection (SOD), performance in complex interference environments remains suboptimal. To address these challenges, additional modalities like depth (SOD-D) or thermal imaging (SOD-T)...
Algorithms Image Processing, Computer-Assisted Pattern Recognition, Automated Artifacts Humans Neural Networks, Computer
View on PubMed DOI

sEMG-Based Gesture Recognition via Multi-Feature Fusion Network.

IEEE journal of biomedical and health informatics Apr 4, 2025
The sparse surface electromyography-based gesture recognition suffers from the problems of feature information not richness and poor generalization to small sample data. Therefore, a multi-feature fusion network (MFF-Net) model is proposed in this pa...
Adult Electromyography Neural Networks, Computer Gestures Humans Female Algorithms Pattern Recognition, Automated Male Signal Processing, Computer-Assisted Young Adult
View on PubMed DOI

An Efficient Graph Learning System for Emotion Recognition Inspired by the Cognitive Prior Graph of EEG Brain Network.

IEEE transactions on neural networks and learning systems Apr 4, 2025
Benefiting from the high-temporal resolution of electroencephalogram (EEG), EEG-based emotion recognition has become one of the hotspots of affective computing. For EEG-based emotion recognition systems, it is crucial to utilize state-of-the-art lear...
Adult Cognition Electroencephalography Attention Emotions Algorithms Brain Neural Networks, Computer Machine Learning Pattern Recognition, Automated Humans
View on PubMed DOI

Robust Sensory Information Reconstruction and Classification With Augmented Spikes.

IEEE transactions on neural networks and learning systems Apr 4, 2025
Sensory information recognition is primarily processed through the ventral and dorsal visual pathways in the primate brain visual system, which exhibits layered feature representations bearing a strong resemblance to convolutional neural networks (CN...
Animals Neural Networks, Computer Humans Magnetic Resonance Imaging Algorithms Pattern Recognition, Automated Neurons Brain Visual Pathways
View on PubMed DOI

Localize-diffusion based dual-branch anomaly detection.

Neural networks : the official journal of the International Neural Network Society Apr 3, 2025
Due to the scarcity of real anomaly samples for use in anomaly detection studies, data augmentation methods are typically employed to generate pseudo anomaly samples to supplement the limited real samples. However, existing data augmentation methods ...
Image Processing, Computer-Assisted Pattern Recognition, Automated Neural Networks, Computer Algorithms Humans
View on PubMed DOI

IoT powered RNN for improved human activity recognition with enhanced localization and classification.

Scientific reports Mar 25, 2025
Human activity recognition (HAR) and localization are green research areas of the modern era that are being propped up by smart devices. But the data acquired from the sensors embedded in smart devices, contain plenty of noise that makes it indispens...
Pattern Recognition, Automated Algorithms Humans Internet of Things Human Activities Neural Networks, Computer
View on PubMed DOI

AAPMatcher: Adaptive attention pruning matcher for accurate local feature matching.

Neural networks : the official journal of the International Neural Network Society Mar 21, 2025
Local feature matching, which seeks to establish correspondences between two images, serves as a fundamental component in numerous computer vision applications, such as camera tracking and 3D mapping. Recently, Transformer has demonstrated remarkable...
Humans Image Processing, Computer-Assisted Attention Pattern Recognition, Automated Neural Networks, Computer Algorithms
View on PubMed DOI
Popular Topics
Recent Journals