Ryan Wen Liu

According to our database, Ryan Wen Liu authored at least 96 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Exploiting blockchain for dependable services in zero-trust vehicular networks.

Min Hao, Beihai Tan, Siming Wang, Rong Yu, Ryan Wen Liu, Lisu Yu

Frontiers Comput. Sci., April, 2024

PiracyAnalyzer: Spatial temporal patterns analysis of global piracy incidents.

Maohan Liang, Huanhuan Li, Ryan Wen Liu, Jasmine Siu Lee Lam, Zaili Yang

Reliab. Eng. Syst. Saf., March, 2024

Blind Image Despeckling Using a Multiscale Attention-Guided Neural Network.

Yu Guo, Yuxu Lu, Ryan Wen Liu, Fenghua Zhu

IEEE Trans. Artif. Intell., January, 2024

Bio-inspired algorithms for cybersecurity - a review of the state-of-the-art and challenges.

Kwok Tai Chui, Ryan Wen Liu, Mingbo Zhao, Xinyu Zhang

Int. J. Bio Inspired Comput., 2024

AoSRNet: All-in-One Scene Recovery Networks via Multi-knowledge Integration.

Yuxu Lu, Dong Yang, Yuan Gao, Ryan Wen Liu, Jun Liu, Yu Guo

CoRR, 2024

2023

Haze Visibility Enhancement for Promoting Traffic Situational Awareness in Vision-Enabled Intelligent Transportation.

Yu Guo, Ryan Wen Liu, Yuxu Lu, Jiangtian Nie, Lingjuan Lyu, Zehui Xiong, Jiawen Kang, Han Yu, Dusit Niyato

IEEE Trans. Veh. Technol., December, 2023

Asynchronous Trajectory Matching-Based Multimodal Maritime Data Fusion for Vessel Traffic Surveillance in Inland Waterways.

Yu Guo, Ryan Wen Liu, Jingxiang Qu, Yuxu Lu, Fenghua Zhu, Yisheng Lv

IEEE Trans. Intell. Transp. Syst., November, 2023

Visual Exposes You: Pedestrian Trajectory Prediction Meets Visual Intention.

Xian Zhong, Xu Yan, Zhengwei Yang, Wenxin Huang, Kui Jiang, Ryan Wen Liu, Zheng Wang

IEEE Trans. Intell. Transp. Syst., September, 2023

Rank-One Prior: Real-Time Scene Recovery.

Jun Liu, Ryan Wen Liu, Jianing Sun, Tieyong Zeng

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

MDSFE: Multiscale Deep Stacking Fusion Enhancer Network for Visual Data Enhancement.

Yu Guo, Yuxu Lu, Jingxiang Qu, Ryan Wen Liu, Wenqi Ren

IEEE Trans. Instrum. Meas., 2023

GradDT: Gradient-Guided Despeckling Transformer for Industrial Imaging Sensors.

Yuxu Lu, Yu Guo, Ryan Wen Liu, Kwok Tai Chui, Brij B. Gupta

IEEE Trans. Ind. Informatics, 2023

Deep Network-Enabled Haze Visibility Enhancement for Visual IoT-Driven Intelligent Transportation Systems.

Ryan Wen Liu, Yu Guo, Yuxu Lu, Kwok Tai Chui, Brij B. Gupta

IEEE Trans. Ind. Informatics, 2023

Online-Learning-Based Fast-Convergent and Energy-Efficient Device Selection in Federated Edge Learning.

Cheng Peng, Qin Hu, Zhilin Wang, Ryan Wen Liu, Zehui Xiong

IEEE Internet Things J., 2023

Orientation-aware ship detection via a rotation feature decoupling supported deep learning approach.

Xinqiang Chen, Hao Wu, Bing Han, Wei Liu, Jakub Montewka, Ryan Wen Liu

Eng. Appl. Artif. Intell., 2023

Deep Learning-Based Object Detection in Maritime Unmanned Aerial Vehicle Imagery: Review and Experimental Comparisons.

Chenjie Zhao, Ryan Wen Liu, Jingxiang Qu, Ruobin Gao

CoRR, 2023

Multi-Task Learning-Enabled Automatic Vessel Draft Reading for Intelligent Maritime Surveillance.

Jingxiang Qu, Ryan Wen Liu, Chenjie Zhao, Yu Guo, Sendren Sheng-Dong Xu, Fenghua Zhu, Yisheng Lv

CoRR, 2023

Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation Surveillance.

Jingxiang Qu, Ryan Wen Liu, Yuan Gao, Yu Guo, Fenghua Zhu, Fei-Yue Wang

CoRR, 2023

DADFNet: Dual Attention and Dual Frequency-Guided Dehazing Network for Video-Empowered Intelligent Transportation.

Yu Guo, Ryan Wen Liu, Jiangtian Nie, Lingjuan Lyu, Zehui Xiong, Jiawen Kang, Han Yu, Dusit Niyato

CoRR, 2023

Vessel Behavior Anomaly Detection Using Graph Attention Network.

Yuanzhe Zhang, Qiqiang Jin, Maohan Liang, Ruixin Ma, Ryan Wen Liu

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

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

Yuchen Lu, Xiangkai Zhang, Xu Yang, Pin Lv, Liguo Sun, Ryan Wen Liu, Yisheng Lv

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

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

Yu Guo, Yuan Gao, Ryan Wen Liu, Yuxu Lu, Jingxiang Qu, Shengfeng He, Wenqi Ren

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

NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report.

Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Han Zhou, Wei Dong, Yangyi Liu, Jun Chen, Huan Liu, Liangyan Li, Zijun Wu, Yubo Dong, Yuyan Li, Tian Qiu, Yu He, Yonghong Lu, Yinwei Wu, Zhenxiang Jiang, Songhua Liu, Xingyi Yang, Yongcheng Jing, Bilel Benjdira, Anas M. Ali, Anis Koubaa, Hao-Hsiang Yang, I-Hsiang Chen, Wei-Ting Chen, Zhi-Kai Huang, Yi-Chung Chen, Chia-Hsuan Hsieh, Hua-En Chang, Yuan-Chun Chiang, Sy-Yen Kuo, Yu Guo, Yuan Gao, Ryan Wen Liu, Yuxu Lu, Jingxiang Qu, Shengfeng He, Wenqi Ren, Trung Hoang, Haichuan Zhang, Amirsaeed Yazdani, Vishal Monga, Lehan Yang, Alex Jiahao Wu, Tiancheng Mai, Xiaofeng Cong, Xuemeng Yin, Xuefei Yin, Hazim Emad, Ahmed Abdallah, Yahya Yasser, Dalia Elshahat, Esraa Elbaz, Zhan Li, Wenqing Kuang, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Zhao Zhang, Yanyan Wei, Junhu Wang, Suiyi Zhao, Huan Zheng, Jin Guo, Yangfan Sun, Tianli Liu, Dejun Hao, Kui Jiang, Anjali Sarvaiya, Kalpesh Prajapati, Ratnadeep Patra, Pragnesh Barik, Chaitanya Rathod, Kishor P. Upla, Kiran B. Raja, 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.

Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Wei Yang Bryan Lim, Yang Zhang, Mohsen Guizani

IEEE Trans. Netw. Sci. Eng., 2022

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

Zhe Xiao, Xiuju Fu, Liye Zhang, Wanbing Zhang, Ryan Wen Liu, Zhao Liu, Rick Siow Mong Goh

IEEE Trans. Intell. Transp. Syst., 2022

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

Maohan Liang, Ryan Wen Liu, Yang Zhan, Huanhuan Li, Fenghua Zhu, Fei-Yue Wang

IEEE Trans. Intell. Transp. Syst., 2022

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

Shiyao Ma, Jiangtian Nie, Jiawen Kang, Lingjuan Lyu, Ryan Wen Liu, Ruihui Zhao, Ziyao Liu, Dusit Niyato

IEEE Trans. Ind. Informatics, 2022

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

Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Yanli Yuan, Zehui Xiong, Han Yu, Nadra Guizani

IEEE Trans. Ind. Informatics, 2022

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

Ryan Wen Liu, Yu Guo, Jiangtian Nie, Qin Hu, Zehui Xiong, Han Yu, Mohsen Guizani

IEEE Trans. Green Commun. Netw., 2022

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

Yuxu Lu, Yu Guo, Ryan Wen Liu, Wenqi Ren

IEEE Signal Process. Lett., 2022

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

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.

Jingxiang Qu, Yu Guo, Yuxu Lu, Fenghua Zhu, Yingchun Huan, Ryan Wen Liu

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.

Yuxu Lu, Yu Guo, Yanhong Huang, Fenghua Zhu, Xianjun Hu, Ryan Wen Liu

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

AIS Data-Based Efficient Ship Trajectory Clustering.

Ruli Xu, Ryan Wen Liu, Jiangtian Nie, Xianjun Deng, Zehui Xiong, Wenchao Jiang, Han Yu, Dusit Niyato

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.

Kwok Tai Chui, Miltiadis D. Lytras, Ryan Wen Liu, Mingbo Zhao, Miguel Torres Ruiz

ICO, 2022

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

Xijing Li, Yuxu Lu, Yu Guo, Jingxiang Qu, Ryan Wen Liu

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.

Jingxiang Qu, Ryan Wen Liu, Jiangtian Nie, Xianjun Deng, Zehui Xiong, Yang Zhang, Han Yu, Dusit Niyato

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

2021

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

Qiaohong Li, Sahil Garg, Jiangtian Nie, Xiang Li, Ryan Wen Liu, Zhiguang Cao, M. Shamim Hossain

IEEE Trans. Intell. Transp. Syst., 2021

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

Lizhi Xiong, Xinwei Zhong, Neal N. Xiong, Ryan Wen Liu

IEEE Trans. Ind. Informatics, 2021

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

Xinyu Zhang, Chengbo Wang, Kwok Tai Chui, Ryan Wen Liu

Sensors, 2021

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

Kwok Tai Chui, Brij B. Gupta, Ryan Wen Liu, Xinyu Zhang, Pandian Vasant, J. Joshua Thomas

Sensors, 2021

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

Kwok Tai Chui, Brij B. Gupta, Ryan Wen Liu, Pandian Vasant

Sensors, 2021

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

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.

Ryan Wen Liu, Jiangtian Nie, Sahil Garg, Zehui Xiong, Yang Zhang, M. Shamim Hossain

IEEE Internet Things J., 2021

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

Maohan Liang, Ryan Wen Liu, Shichen Li, Zhe Xiao, Xin Liu, Feng Lu

CoRR, 2021

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

Yuxu Lu, Yu Guo, Fenghua Zhu, Ryan Wen Liu

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

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

Yu Guo, Yuxu Lu, Ryan Wen Liu, Lizheng Wang, Fenghua Zhu

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

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

Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Xianjun Deng, Zehui Xiong, Jiawen Kang, Helin Yang, Yang Zhang

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.

Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Sahil Garg, Yang Zhang, Zehui Xiong

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.

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.

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.

Jun Liu, Ryan Wen Liu, Jianing Sun, Tieyong Zeng

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.

Zhe Xiao, Zengxiang Li, Yechao Yang, Piao Chen, Ryan Wen Liu, Wei Jing, Yauheni Pyrloh, Ekanut Sotthiwat, Rick Siow Mong Goh

IEEE Trans. Comput. Soc. Syst., 2020

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

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.

Kwok Tai Chui, Miltiadis D. Lytras, Ryan Wen Liu

Sensors, 2020

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

Huanhuan Li, Jingxian Liu, Zaili Yang, Ryan Wen Liu, Kefeng Wu, Yuan Wan

Inf. Sci., 2020

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

Yu Huang, Yan Li, Zhaofeng Zhang, Ryan Wen Liu

IEEE Internet Things J., 2020

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

Yu Guo, Yuxu Lu, Ryan Wen Liu, Meifang Yang, Kwok Tai Chui

CoRR, 2020

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

Yu Guo, Yuxu Lu, Ryan Wen Liu, Meifang Yang, Kwok Tai Chui

IEEE Access, 2020

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

Kwok Tai Chui, Ryan Wen Liu, Mingbo Zhao, Patricia Ordóñez de Pablos

IEEE Access, 2020

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

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.

Yu Guo, Yuxu Lu, Meifang Yang, Ryan Wen Liu

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

Multi-Scale Residual Network for Image Classification.

Xian Zhong, Oubo Gong, Wenxin Huang, Jingling Yuan, Bo Ma, Ryan Wen Liu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Head motion coefficient-based algorithm for distracted driving detection.

Kwok Tai Chui, Wadee Alhalabi, Ryan Wen Liu

Data Technol. Appl., 2019

Undersampled CS image reconstruction using nonconvex nonsmooth mixed constraints.

Ryan Wen Liu, Wei Yin, Lin Shi, Jinming Duan, Simon Chun-Ho Yu, Defeng Wang

Multim. Tools Appl., 2019

Directional Regularized Tensor Modeling for Video Rain Streaks Removal.

Zhaoyang Sun, Shengwu Xiong, Ryan Wen Liu

CoRR, 2019

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

Lu Liu, Huan Yang, Jiyun Fan, Ryan Wen Liu, Yuping Duan

Biomed. Signal Process. Control., 2019

Big data and IoT solution for patient behaviour monitoring.

Kwok Tai Chui, Ryan Wen Liu, Miltiadis D. Lytras, Mingbo Zhao

Behav. Inf. Technol., 2019

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

Jingxian Liu, Huanhuan Li, Zaili Yang, Kefeng Wu, Yi Liu, Ryan Wen Liu

IEEE Access, 2019

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

Yan Li, Ryan Wen Liu, Zhao Liu, Jingxian Liu

IEEE Access, 2019

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

Zhengwei He, Lan You, Ryan Wen Liu, Fan Yang, Jie Ma, Naixue Xiong

IEEE Access, 2019

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

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.

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.

Yuxu Lu, Ryan Wen Liu, Fenge Chen, Liang Xie

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

Variational Regularized Transmission Refinement for Image Dehazing.

Qiaoling Shu, Chuansheng Wu, Zhe Xiao, Ryan Wen Liu

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

2018

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

Qiuxiang Zhong, Chuansheng Wu, Qiaoling Shu, Ryan Wen Liu

J. Electronic Imaging, 2018

Variational total curvature model for multiplicative noise removal.

Xinli Xu, Teng Yu, Xinmei Xu, Guojia Hou, Ryan Wen Liu, Huizhu Pan

IET Comput. Vis., 2018

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

Ryan Wen Liu, Quandang Ma, Simon C. H. Yu, Kwok Tai Chui, Naixue Xiong

IEEE Access, 2018

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

Huanhuan Li, Jingxian Liu, Kefeng Wu, Zaili Yang, Ryan Wen Liu, Naixue Xiong

IEEE Access, 2018

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

Jinming Duan, Weicheng Xie, Ryan Wen Liu, Christopher R. Tench, Irene Gottlob, Frank Proudlock, Li Bai

Proceedings of the Shape in Medical Imaging, 2018

Two-Phase Transmission Map Estimation for Robust Image Dehazing.

Qiaoling Shu, Chuansheng Wu, Ryan Wen Liu, Kwok Tai Chui, Shengwu Xiong

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

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

Yan Li, Ryan Wen Liu, Quandang Ma, Jingxian Liu

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

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

Ryan Wen Liu, Wei Yin, Shengwu Xiang, Silang Peng

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

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

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.

Naixue Xiong, Ryan Wen Liu, Maohan Liang, Di Wu, Zhao Liu, Huisi Wu

Sensors, 2017

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

Ryan Wen Liu, Lin Shi, Simon Chun-Ho Yu, Naixue Xiong, Defeng Wang

Sensors, 2017

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

Huanhuan Li, Jingxian Liu, Ryan Wen Liu, Naixue Xiong, Kefeng Wu, Tai-Hoon Kim

Sensors, 2017

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

Ryan Wen Liu, Jinwei Chen, Zhao Liu, Yan Li, Yi Liu, Jingxian Liu

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.

Ryan Wen Liu, Lin Shi, Simon C. H. Yu, Defeng Wang

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

Single-image blind deblurring with hybrid sparsity regularization.

Ryan Wen Liu, Yan Li, Yi Liu, Jinming Duan, Tian Xu, Jingxian Liu

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

2016

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

Yan Li, Ryan Wen Liu, Jingxian Liu, Yu Huang, Bin Hu, Kai Wang

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

Robust two-step image restoration with adaptive regularization parameter.

Ryan Wen Liu, Weihuang Wu, Maohan Liang, Tian Xu, Jingxian Liu

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.

Ryan Wen Liu, Lin Shi, Simon C. H. Yu, Defeng Wang

J. Electronic Imaging, 2015

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

Ryan Wen Liu, Di Wu, Chuan-Sheng Wu, Tian Xu, Naixue Xiong

Proceedings of the 2015 IEEE International Conference on Systems, 2015

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

Ryan Wen Liu, Di Wu, Chuan-Sheng Wu, Naixue Xiong

Proceedings of the 2015 IEEE International Conference on Systems, 2015

2013

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

Ryan Wen Liu, Tian Xu

CoRR, 2013

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

Ryan Wen Liu, Chuansheng Wu

Appl. Math. Comput., 2013