Real-Time Multistep Time-Series Prediction of Driver’s Head Pose During IVIS Secondary Tasks for Human–Machine Codriving and Distraction Warning Systems

Wind speed prediction of unmanned sailboat based on CNN and LSTM hybrid neural network

(2022) Zhipeng Shen et al.   OCEAN ENGINEERING

Distracted Driving Crashes: A Review on Data Collection, Analysis, and Crash Prevention Methods

(2022) Ahmed Sajid Hasan et al.   TRANSPORTATION RESEARCH RECORD

Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings

(2021) Mohanad Alkhodari et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Driver stress detection via multimodal fusion using attention-based CNN-LSTM

(2021) Luntian Mou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Hybrid sequence‐based Android malware detection using natural language processing

(2021) Nan Zhang et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

A review on the attention mechanism of deep learning

(2021) Zhaoyang Niu et al.   NEUROCOMPUTING

Driver lane change intention recognition in the connected environment

(2021) Yingshi Guo et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

PM2.5 Concentration Prediction Based on CNN-BiLSTM and Attention Mechanism

(2021) Jinsong Zhang et al.   Algorithms

Driver distraction analysis using face pose cues

(2021) C.V. Hari et al.   EXPERT SYSTEMS WITH APPLICATIONS

Head pose estimation using deep neural networks and 3D point clouds

(2021) Yuanquan Xu et al.   PATTERN RECOGNITION

Driver Mental Fatigue Detection Based on Head Posture Using New Modified reLU-BiLSTM Deep Neural Network

(2021) Shahzeb Ansari et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Hybrid Deep Learning Model to Forecast Particulate Matter Concentration Levels in Seoul, South Korea

(2020) Guang Yang et al.   Atmosphere

Driver behavior detection and classification using deep convolutional neural networks

(2020) Mohammad Shahverdy et al.   EXPERT SYSTEMS WITH APPLICATIONS

Single image-based head pose estimation with spherical parametrization and 3D morphing

(2020) Hui Yuan et al.   PATTERN RECOGNITION

CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection

(2020) Muhammet Fatih Aslan et al.   APPLIED SOFT COMPUTING

Sensing Data Supported Traffic Flow Prediction via Denoising Schemes and ANN: A Comparison

(2020) Xinqiang Chen et al.   IEEE SENSORS JOURNAL

Time Series Forecasting and Classification Models Based on Recurrent with Attention Mechanism and Generative Adversarial Networks

(2020) Kun Zhou et al.   SENSORS

Driver Distraction Detection Method Based on Continuous Head Pose Estimation

(2020) Zuopeng Zhao et al.   Computational Intelligence and Neuroscience

CNN-based driving maneuver classification using multi-sliding window fusion

(2020) Jie Xie et al.   EXPERT SYSTEMS WITH APPLICATIONS

A real-time hourly ozone prediction system using deep convolutional neural network

(2019) Ebrahim Eslami et al.   NEURAL COMPUTING & APPLICATIONS

Improving head pose estimation using two-stage ensembles with top-k regression

(2019) Bin Huang et al.   IMAGE AND VISION COMPUTING

Using a deep convolutional neural network to predict 2017 ozone concentrations, 24 hours in advance

(2019) Alqamah Sayeed et al.   NEURAL NETWORKS

Multistage attention network for multivariate time series prediction

(2019) Jun Hu et al.   NEUROCOMPUTING

MFQE 2.0: A New Approach for Multi-Frame Quality Enhancement on Compressed Video

(2019) Zhenyu Guan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Real-time head pose estimation using multi-task deep neural network

(2018) Byungtae Ahn et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Grey relational analysis, principal component analysis and forecasting of carbon emissions based on long short-term memory in China

(2018) Yuansheng Huang et al.   JOURNAL OF CLEANER PRODUCTION

HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

(2017) Rajeev Ranjan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Estimation of Driver Head Yaw Angle Using a Generic Geometric Model

(2016) Athi Narayanan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Yaw Estimation Using Cylindrical and Ellipsoidal Face Models

(2014) A. Narayanan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Face pose estimation with automatic 3D model creation in challenging scenarios

(2012) Pedro Jiménez et al.   IMAGE AND VISION COMPUTING

Joint Attention by Gaze Interpolation and Saliency

(2012) Z. Yucel et al.   IEEE Transactions on Cybernetics

Head Pose Estimation and Augmented Reality Tracking: An Integrated System and Evaluation for Monitoring Driver Awareness

(2010) Erik Murphy-Chutorian et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Face tracking and pose estimation with automatic three-dimensional model construction

(2009) P. Jiménez et al.   IET Computer Vision