Cargando…

Deep Learning with Attention Mechanisms for Road Weather Detection

There is great interest in automatically detecting road weather and understanding its impacts on the overall safety of the transport network. This can, for example, support road condition-based maintenance or even serve as detection systems that assist safe driving during adverse climate conditions....

Descripción completa

Detalles Bibliográficos
Autores principales:	Samo, Madiha, Mafeni Mase, Jimiama Mosima, Figueredo, Grazziela
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867451/ https://www.ncbi.nlm.nih.gov/pubmed/36679596 http://dx.doi.org/10.3390/s23020798

Ejemplares similares

Deep Learning with Dynamically Weighted Loss Function for Sensor-Based Prognostics and Health Management
por: Rengasamy, Divish, et al.
Publicado: (2020)

Examining the effect of adverse weather on road transportation using weather and traffic sensors
por: Peng, Yichuan, et al.
Publicado: (2018)

Can deep learning beat numerical weather prediction?
por: Schultz, M. G., et al.
Publicado: (2021)

Interactive Attention Learning on Detection of Lane and Lane Marking on the Road by Monocular Camera Image
por: Tian, Wei, et al.
Publicado: (2023)

Deep Camera–Radar Fusion with an Attention Framework for Autonomous Vehicle Vision in Foggy Weather Conditions
por: Ogunrinde, Isaac, et al.
Publicado: (2023)

Data-Augmented Deep Learning Models for Abnormal Road Manhole Cover Detection
por: Zhang, Dongping, et al.
Publicado: (2023)

Real-time detection of road manhole covers with a deep learning model
por: Pang, Dangfeng, et al.
Publicado: (2023)

A Transformer-Optimized Deep Learning Network for Road Damage Detection and Tracking
por: Wang, Niannian, et al.
Publicado: (2023)

Comparative Study on Distributed Lightweight Deep Learning Models for Road Pothole Detection
por: Tahir, Hassam, et al.
Publicado: (2023)

Road Feature Detection for Advance Driver Assistance System Using Deep Learning
por: Nadeem, Hamza, et al.
Publicado: (2023)

Attention mechanism-based deep learning method for hairline fracture detection in hand X-rays
por: Wang, Wenkong, et al.
Publicado: (2022)

Deep learning-based robust positioning for all-weather autonomous driving
por: Almalioglu, Yasin, et al.
Publicado: (2022)

Analog Forecasting of Extreme‐Causing Weather Patterns Using Deep Learning
por: Chattopadhyay, Ashesh, et al.
Publicado: (2020)

Effects of weather conditions, light conditions, and road lighting on vehicle speed
por: Jägerbrand, Annika K., et al.
Publicado: (2016)

Detection and Validation of Tow-Away Road Sign Licenses through Deep Learning Methods
por: Balducci, Fabrizio, et al.
Publicado: (2018)

Machine learning to determine the main factors affecting creep rates in laser powder bed fusion
por: Sanchez, Salomé, et al.
Publicado: (2021)

DR-IIXRN : Detection Algorithm of Diabetic Retinopathy Based on Deep Ensemble Learning and Attention Mechanism
por: Ai, Zhuang, et al.
Publicado: (2021)

Incidence of Recurrent Exertional Heat Stroke in a Warm-Weather Road Race
por: Stearns, Rebecca L., et al.
Publicado: (2020)

Capsule robot pose and mechanism state detection in ultrasound using attention-based hierarchical deep learning
por: Liu, Xiaoyun, et al.
Publicado: (2022)

Driver behaviour data linked with vehicle, weather, road surface, and daylight data
por: Hjelkrem, Odd André, et al.
Publicado: (2016)

Mobile road weather sensor calibration by sensor fusion and linear mixed models
por: Lovén, Lauri, et al.
Publicado: (2019)

The geometric attention-aware network for lane detection in complex road scenes
por: Long, JianWu, et al.
Publicado: (2021)

Crop yield prediction integrating genotype and weather variables using deep learning
por: Shook, Johnathon, et al.
Publicado: (2021)

Deep Learning-Based Identification of Maize Leaf Diseases Is Improved by an Attention Mechanism: Self-Attention
por: Qian, Xiufeng, et al.
Publicado: (2022)

Edge AI-Based Automated Detection and Classification of Road Anomalies in VANET Using Deep Learning
por: Bibi, Rozi, et al.
Publicado: (2021)

RDD2020: An annotated image dataset for automatic road damage detection using deep learning
por: Arya, Deeksha, et al.
Publicado: (2021)

An image caption model based on attention mechanism and deep reinforcement learning
por: Bai, Tong, et al.
Publicado: (2023)

Enhanced mechanisms of pooling and channel attention for deep learning feature maps
por: Li, Hengyi, et al.
Publicado: (2022)

Deep Learning-Based Road Traffic Noise Annoyance Assessment
por: Wang, Jie, et al.
Publicado: (2023)

Weather and population based forecasting of novel COVID-19 using deep learning approaches
por: Ronald Doni, A., et al.
Publicado: (2021)

Risky-Driving-Image Recognition Based on Visual Attention Mechanism and Deep Learning
por: Song, Wei, et al.
Publicado: (2022)

Music Emotion Classification Method Based on Deep Learning and Improved Attention Mechanism
por: Jia, Xiaoguang
Publicado: (2022)

Research on the Coordinate Attention Mechanism Fuse in a YOLOv5 Deep Learning Detector for the SAR Ship Detection Task
por: Xie, Fang, et al.
Publicado: (2022)

Malicious traffic detection combined deep neural network with hierarchical attention mechanism
por: Liu, Xiaoyang, et al.
Publicado: (2021)

A Multi-Task Road Feature Extraction Network with Grouped Convolution and Attention Mechanisms
por: Zhu, Wenjie, et al.
Publicado: (2023)

Investigating mathematical models of immuno-interactions with early-stage cancer under an agent-based modelling perspective
por: Figueredo, Grazziela P, et al.
Publicado: (2013)

Protein Interaction Network Reconstruction Through Ensemble Deep Learning With Attention Mechanism
por: Li, Feifei, et al.
Publicado: (2020)

Predictive Maintenance of Norwegian Road Network Using Deep Learning Models
por: Hassan, Muhammad Umair, et al.
Publicado: (2023)

Earthquake transformer—an attentive deep-learning model for simultaneous earthquake detection and phase picking
por: Mousavi, S. Mostafa, et al.
Publicado: (2020)

Attention Cost-Sensitive Deep Learning-Based Approach for Skin Cancer Detection and Classification
por: Ravi, Vinayakumar
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_semt21cg0aldpn5t66jru61qt0