Proceedings of the 2023 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2023

Vessel Behavior Anomaly Detection Using Graph Attention Network.

[BibT_eX]

[DOI]

Yuanzhe Zhang

Proceedings of the Neural Information Processing - 30th International Conference, 2023

A Deep Graph Matching-Based Method for Trajectory Association in Vessel Traffic Surveillance.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report.

[BibT_eX]

[DOI]

Codruta O. Ancuti

Cosmin Ancuti

Florin-Alexandru Vasluianu

Fredrik K. Gustafsson

Raghavendra Ramachandra

Christoph Busch

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Deep Learning-Powered Vessel Trajectory Prediction for Improving Smart Traffic Services in Maritime Internet of Things.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

Big Data Driven Vessel Trajectory and Navigating State Prediction With Adaptive Learning, Motion Modeling and Particle Filtering Techniques.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Privacy-Preserving Anomaly Detection in Cloud Manufacturing Via Federated Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

STMGCN: Mobile Edge Computing-Empowered Vessel Trajectory Prediction Using Spatio-Temporal Multigraph Convolutional Network.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Intelligent Edge-Enabled Efficient Multi-Source Data Fusion for Autonomous Surface Vehicles in Maritime Internet of Things.

[BibT_eX]

[DOI]

IEEE Trans. Green Commun. Netw., 2022

MTRBNet: Multi-Branch Topology Residual Block-Based Network for Low-Light Enhancement.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

Spatially Adapted First and Second Order Regularization for Image Reconstruction: From an Image Surface Perspective.

[BibT_eX]

[DOI]

Qiuxiang Zhong

Ryan Wen Liu

Yuping Duan

J. Sci. Comput., 2022

Intelligent Maritime Surveillance Framework Driven by Fusion of Camera-Based Vessel Detection and AIS Data.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Fast Deep Multi-patch Progressive Network for Low-light Image Enhancement in Intelligent Transportation Systems.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

AIS Data-Based Efficient Ship Trajectory Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Early Fall Prediction Using Hybrid Recurrent Neural Network and Long Short-Term Memory.

[BibT_eX]

[DOI]

ICO, 2022

Rep-Enhancer: Re-parameterizing Neural Network for Real-time Low-light Enhancement in Visual Maritime Surveillance.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Embedded and Ubiquitous Computing, 2022

Edge Computing-Enabled Multi-Sensor Data Fusion for Intelligent Surveillance in Maritime Transportation Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021

A Highly Efficient Vehicle Taillight Detection Approach Based on Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

QR-3S: A High Payload QR Code Secret Sharing System for Industrial Internet of Things in 6G Networks.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

A Real-Time Collision Avoidance Framework of MASS Based on B-Spline and Optimal Decoupling Control.

[BibT_eX]

[DOI]

Sensors, 2021

Extended-Range Prediction Model Using NSGA-III Optimized RNN-GRU-LSTM for Driver Stress and Drowsiness.

[BibT_eX]

[DOI]

Sensors, 2021

Handling Data Heterogeneity in Electricity Load Disaggregation via Optimized Complete Ensemble Empirical Mode Decomposition and Wavelet Packet Transform.

[BibT_eX]

[DOI]

Sensors, 2021

MVFFNet: Multi-view feature fusion network for imbalanced ship classification.

[BibT_eX]

[DOI]

Maohan Liang

Yang Zhan

Ryan Wen Liu

Pattern Recognit. Lett., 2021

Data-Driven Trajectory Quality Improvement for Promoting Intelligent Vessel Traffic Services in 6G-Enabled Maritime IoT Systems.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

An Unsupervised Learning Method with Convolutional Auto-Encoder for Vessel Trajectory Similarity Computation.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-Automatic Data Labelling of Smart Meter Data for Electricity Theft Detection.

[BibT_eX]

[DOI]

Proceedings of International Conference on Smart Systems and Advanced Computing, 2021

Towards Low-Visibility Enhancement in Maritime Video Surveillance: An Efficient and Effective Multi-Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Heterogeneous Twin Dehazing Network for Visibility Enhancement in Maritime Video Surveillance.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Intelligent Data-Driven Vessel Trajectory Prediction in Marine Transportation Cyber-Physical System.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021

Extraction of Hottest Shipping Routes: From Positioning Data to Intelligent Surveillance.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021

Deep Learning-Enabled Low-light Image Enhancement In Maritime Video Surveillance.

[BibT_eX]

[DOI]

Wenbo Yang

Zhouheng Ge

Ryan Wen Liu

Proceedings of the ICDSP 2021: 5th International Conference on Digital Signal Processing, 2021

Logarithmic Retinex Decomposition-Aided Convolutional Neural Networks for Low-Light Image Enhancement.

[BibT_eX]

[DOI]

Zhouheng Ge

Wenbo Yang

Ryan Wen Liu

Proceedings of the ICDSP 2021: 5th International Conference on Digital Signal Processing, 2021

Rank-One Prior: Toward Real-Time Scene Recovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Blockchain and IoT for Insurance: A Case Study and Cyberinfrastructure Solution on Fine-Grained Transportation Insurance.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2020

Moving Towards Intelligent Transportation via Artificial Intelligence and Internet-of-Things.

[BibT_eX]

[DOI]

Miltiadis D. Lytras

Kwok Tai Chui

Ryan Wen Liu

Sensors, 2020

A Generic Design of Driver Drowsiness and Stress Recognition Using MOGA Optimized Deep MKL-SVM.

[BibT_eX]

[DOI]

Kwok Tai Chui

Miltiadis D. Lytras

Ryan Wen Liu

Sensors, 2020

Adaptively constrained dynamic time warping for time series classification and clustering.

[BibT_eX]

[DOI]

Inf. Sci., 2020

GPU-Accelerated Compression and Visualization of Large-Scale Vessel Trajectories in Maritime IoT Industries.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Low-Light Maritime Image Enhancement with Regularized Illumination Optimization and Deep Noise Suppression.

[BibT_eX]

[DOI]

CoRR, 2020

Low-Light Image Enhancement With Regularized Illumination Optimization and Deep Noise Suppression.

[BibT_eX]

[DOI]

IEEE Access, 2020

Predicting Students' Performance With School and Family Tutoring Using Generative Adversarial Network-Based Deep Support Vector Machine.

[BibT_eX]

[DOI]

Kwok Tai Chui

Ryan Wen Liu

Mingbo Zhao

Patricia Ordóñez de Pablos

IEEE Access, 2020

DSPNet: Deep Learning-Enabled Blind Reduction of Speckle Noise.

[BibT_eX]

[DOI]

Yuxu Lu

Meifang Yang

Ryan Wen Liu

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Low-light Image Enhancement with Deep Blind Denoising.

[BibT_eX]

[DOI]

Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

Multi-Scale Residual Network for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Head motion coefficient-based algorithm for distracted driving detection.

[BibT_eX]

[DOI]

Kwok Tai Chui

Wadee Alhalabi

Ryan Wen Liu

Data Technol. Appl., 2019

Undersampled CS image reconstruction using nonconvex nonsmooth mixed constraints.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Directional Regularized Tensor Modeling for Video Rain Streaks Removal.

[BibT_eX]

[DOI]

Zhaoyang Sun

Shengwu Xiong

Ryan Wen Liu

CoRR, 2019

Rician noise and intensity nonuniformity correction (NNC) model for MRI data.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2019

Big data and IoT solution for patient behaviour monitoring.

[BibT_eX]

[DOI]

Behav. Inf. Technol., 2019

Adaptive Douglas-Peucker Algorithm With Automatic Thresholding for AIS-Based Vessel Trajectory Compression.

[BibT_eX]

[DOI]

IEEE Access, 2019

Similarity Grouping-Guided Neural Network Modeling for Maritime Time Series Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Cloud-Based Real Time Polluted Gas Spread Simulation Approach on Virtual Reality Networking.

[BibT_eX]

[DOI]

IEEE Access, 2019

Coarse-to-Fine Luminance Estimation for Low-Light Image Enhancement in Maritime Video Surveillance.

[BibT_eX]

[DOI]

Meifang Yang

Xin Nie

Ryan Wen Liu

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Deep Neural Network-Based Robust Ship Detection Under Different Weather Conditions.

[BibT_eX]

[DOI]

Xin Nie

Meifang Yang

Ryan Wen Liu

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Learning a Deep Convolutional Network for Speckle Noise Reduction in Underwater Sonar Images.

[BibT_eX]

[DOI]

Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

Variational Regularized Transmission Refinement for Image Dehazing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Spatially adaptive total generalized variation-regularized image deblurring with impulse noise.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2018

Variational total curvature model for multiplicative noise removal.

[BibT_eX]

[DOI]

IET Comput. Vis., 2018

Variational Regularized Tree-Structured Wavelet Sparsity for CS-SENSE Parallel Imaging.

[BibT_eX]

[DOI]

IEEE Access, 2018

Spatio-Temporal Vessel Trajectory Clustering Based on Data Mapping and Density.

[BibT_eX]

[DOI]

IEEE Access, 2018

OCT Segmentation: Integrating Open Parametric Contour Model of the Retinal Layers and Shape Constraint to the Mumford-Shah Functional.

[BibT_eX]

[DOI]

Proceedings of the Shape in Medical Imaging, 2018

Two-Phase Transmission Map Estimation for Robust Image Dehazing.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

EMD-Based Recurrent Neural Network with Adaptive Regrouping for Port Cargo Throughput Prediction.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Lo-Regularized Hybrid Gradient Sparsity Priors for Robust Single-Image Blind Deblurring.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Second-Order Variational Framework for Joint Depth Map Estimation and Image Dehazing.

[BibT_eX]

[DOI]

Ryan Wen Liu

Shengwu Xiong

Huisi Wu

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Effective Alternating Direction Optimization Methods for Sparsity-Constrained Blind Image Deblurring.

[BibT_eX]

[DOI]

Sensors, 2017

Reconstruction of Undersampled Big Dynamic MRI Data Using Non-Convex Low-Rank and Sparsity Constraints.

[BibT_eX]

[DOI]

Sensors, 2017

A Dimensionality Reduction-Based Multi-Step Clustering Method for Robust Vessel Trajectory Analysis.

[BibT_eX]

[DOI]

Sensors, 2017

Vessel traffic flow separation-prediction using low-rank and sparse decomposition.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Hybrid regularization for compressed sensing MRI: Exploiting shearlet transform and group-sparsity total variation.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

Single-image blind deblurring with hybrid sparsity regularization.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

2016

Trajectory compression-guided visualization of spatio-temporal AIS vessel density.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Robust two-step image restoration with adaptive regularization parameter.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Intelligent Information Processing, 2016

2015

Box-constrained second-order total generalized variation minimization with a combined L1, 2 data-fidelity term for image reconstruction.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2015

Constrained Nonconvex Hybrid Variational Model for Edge-Preserving Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Hybrid Regularized Blur Kernel Estimation for Single-Image Blind Deconvolution.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

2013

A Robust Alternating Direction Method for Constrained Hybrid Variational Deblurring Model.

[BibT_eX]

[DOI]

Ryan Wen Liu

Tian Xu

CoRR, 2013

A predictor-corrector iterated Tikhonov regularization for linear ill-posed inverse problems.

[BibT_eX]

[DOI]

Ryan Wen Liu

Chuansheng Wu

Appl. Math. Comput., 2013

Ryan Wen Liu

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