Ryan Wen Liu, Nian Liu, Yanhong Huang, Yu Guo The Journal of Navigation, 2022, 75(5): 1100-1117. Attention-Guided Lightweight Generative Adversarial Network for Low-Light Image Enhancement in Maritime Video Surveillance.Ryan Wen Liu, Xiaojie Huo, Maohan Liang*, Kai Wang Ocean Engineering, 2022, 266: 112895. Ship Collision Risk Analysis: Modelling, Visualization and Prediction.Yukuan Wang, Jingxian Liu*, Ryan Wen Liu*, Yang Liu, Yuan Zhi Ocean Engineering, 2023, 271: 113673. Data-Driven Methods for Detection of Abnormal Ship Behavior: Progress and Trends.Jingxiang Qu, Ryan Wen Liu*, Yu Guo, Yuxu Lu, Jianlong Su, Peizheng Li Ocean Engineering, 2023, 275: 114198.
Improving maritime traffic surveillance in inland waterways using the robust fusion of AIS and visual data.Jingxiang Qu, Yuan Gao, Yuxu Lu*, Wenyu Xu, Ryan Wen Liu* Ocean & Coastal Management, 2023, 235: 106478. Deep Learning-Driven Surveillance Quality Enhancement for Maritime Management Promotion Under Low-Visibility Weathers.Xinqiang Chen, Hao Wu Wu, Bing Han, Wei Liu Liu, Jakub Montewka, Ryan Wen Liu* Engineering Applications of Artificial Intelligence, 2023, 125: 106686. Orientation-aware ship detection via a rotation feature decoupling supported deep learning approach.Ryan Wen Liu, Kunlin Hu, Maohan Liang, Yan Li, Xin Liu, Dong Yang Applied Ocean Research, 2023, 136: 103592. QSD-LSTM: Vessel Trajectory Prediction Using Long Short-Term Memory with Quaternion Ship Domain.Gupta IEEE Transactions on Industrial Informatics, 2023, 19(2): 1581-1591. Ryan Wen Liu, Yu Guo, Yuxu Lu, Kwok Tai Chui, Brij B. Deep Network-Enabled Haze Visibility Enhancement for Visual IoT-Driven Intelligent Transportation Systems.Gupta IEEE Transactions on Industrial Informatics, 2023, 19(2): 2238-2248. Yuxu Lu, Yu Guo, Ryan Wen Liu*, Kwok Tai Chui, Brij B. GradDT: Gradient-Guided Despeckling Transformer for Industrial Imaging Sensors.Yu Guo, Yuxu Lu, Jingxiang Qu, Ryan Wen Liu*, Wenqi Ren IEEE Transactions on Instrumentation and Measurement, 2023, 72: 5004012. MDSFE: Multi-scale Deep Stacking Fusion Enhancer Network for Visual Data Enhancement.Yanhong Huang, Ryan Wen Liu*, Jingxian Liu IET Intelligent Transport Systems, 2023, 17(2): 435-449. A two-step image stabilisation method for promoting visual quality in vision-enabled maritime surveillance systems.Online Learning based Fast-Convergent and Energy-Efficient Device Selection in Federated Edge LearningĬheng Peng, Qin Hu, Zhilin Wang, Ryan Wen Liu, Zehui Xiong IEEE Internet of Things Journal, 2023, 10(6): 5571-5582.Jun Liu, Ryan Wen Liu, Jianing Sun, Tieyong Zeng IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45(7): 8845-8860. Rank-One Prior: Real-Time Scene Recovery.Yu Guo, Yuxu Lu, Ryan Wen Liu*, Fenghua Zhu IEEE Transactions on Artificial Intelligence, Accepted, 2023. Blind Image Despeckling Using Multi-Scale Attention-Guided Neural Network.IEEE Transactions on Vehicular Technology, Accepted, 2023. Yu Guo, Ryan Wen Liu*, Yuxu Lu, Jiangtian Nie, et al. Haze Visibility Enhancement for Promoting Traffic Situational Awareness in Vision-Enabled Intelligent Transportation.Xian Zhong, Xu Yan, Zhengwei Yang, Wenxin Huang, Kui Jiang, Ryan Wen Liu, Zheng Wang IEEE Transactions on Intelligent Transportation Systems, Accepted, 2023. Visual Exposes You: Pedestrian Trajectory Prediction Meets Visual Intention.Yu Guo, Ryan Wen Liu*, Jingxiang Qu, Yuxu Lu, Fenghua Zhu, Yisheng Lv IEEE Transactions on Intelligent Transportation Systems, Accepted, 2023. Asynchronous Trajectory Matching-Based Multimodal Maritime Data Fusion for Vessel Traffic Surveillance in Inland Waterways.Jingxiang Qu, Ryan Wen Liu*, Yuan Gao, Yu Guo, Fenghua Zhu*, Fei-Yue Wang IEEE Transactions on Intelligent Transportation Systems, Major Revision, 2023. Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation Surveillance.Jingxiang Qu, Ryan Wen Liu*, Chenjie Zhao, Yu Guo, Sendren Sheng-Dong Xu, Fenghua Zhu*, Yisheng Lv IEEE Transactions on Intelligent Transportation Systems, Major Revision, 2023. Multi-Task Learning-Enabled Automatic Vessel Draft Reading for Intelligent Maritime Surveillance.Ryan Wen Liu, Yu Guo, Yuxu Lu, Xi-Le Zhao IEEE Transactions on Instrumentation and Measurement, Major Revision, 2023. S3Net: Semi-Self-Supervised Neural Network for Visibility Enhancement of Speckled Images.Deep Learning-Based Object Detection in Maritime Unmanned Aerial Vehicle Imagery: Review and Experimental ComparisonsĬhenjie Zhao, Ryan Wen Liu*, Jingxiang Qu, Ruobin Gao Engineering Applications of Artificial Intelligence, Major Revision, 2023.
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