Learning a Deep Convolutional Network for Speckle Noise Reduction in Underwater Sonar Images. - Yuxu Lu; Ryan Wen Liu; Fenge Chen; Liang Xie 001 (ICMLC, 2019)

Low-light Image Enhancement with Deep Blind Denoising. - Yu Guo 008; Yuxu Lu; Meifang Yang; Ryan Wen Liu (ICMLC, 2020)

DSPNet: Deep Learning-Enabled Blind Reduction of Speckle Noise. - Yuxu Lu; Meifang Yang; Ryan Wen Liu (ICPR, 2020)

Low-Light Image Enhancement With Regularized Illumination Optimization and Deep Noise Suppression. - Yu Guo 008; Yuxu Lu; Ryan Wen Liu; Meifang Yang; Kwok Tai Chui (IEEE Access, 2020)

Low-Light Maritime Image Enhancement with Regularized Illumination Optimization and Deep Noise Suppression. - Yu Guo 008; Yuxu Lu; Ryan Wen Liu; Meifang Yang; Kwok Tai Chui (CoRR, 2020)

Heterogeneous Twin Dehazing Network for Visibility Enhancement in Maritime Video Surveillance. - Yu Guo 008; Yuxu Lu; Ryan Wen Liu; Lizheng Wang; Fenghua Zhu (ITSC, 2021)

Towards Low-Visibility Enhancement in Maritime Video Surveillance: An Efficient and Effective Multi-Deep Neural Network. - Yuxu Lu; Yu Guo 008; Fenghua Zhu; Ryan Wen Liu (ITSC, 2021)

Rep-Enhancer: Re-parameterizing Neural Network for Real-time Low-light Enhancement in Visual Maritime Surveillance. - Xijing Li; Yuxu Lu; Yu Guo 008; Jingxiang Qu; Ryan Wen Liu (EUC, 2022)

Fast Deep Multi-patch Progressive Network for Low-light Image Enhancement in Intelligent Transportation Systems. - Yuxu Lu; Yu Guo 008; Yanhong Huang; Fenghua Zhu; Xianjun Hu; Ryan Wen Liu (ITSC, 2022)

Intelligent Maritime Surveillance Framework Driven by Fusion of Camera-Based Vessel Detection and AIS Data. - Jingxiang Qu; Yu Guo 008; Yuxu Lu; Fenghua Zhu; Yingchun Huan; Ryan Wen Liu (ITSC, 2022)

Low-Light Image Enhancement via Gradient Prior-Aided Network. - Yuxu Lu; Yuan Gao 015; Yongqi Guo; Wenyu Xu; Xianjun Hu (IEEE Access, 2022)

MTRBNet: Multi-Branch Topology Residual Block-Based Network for Low-Light Enhancement. - Yuxu Lu; Yu Guo 008; Ryan Wen Liu; Wenqi Ren (IEEE Signal Process. Lett., 2022)

NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Han Zhou 003; Wei Dong 010; Yangyi Liu; Jun Chen 005; Huan Liu 014; Liangyan Li; Zijun Wu; Yubo Dong; et al. (CVPR Workshops, 2023)

SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing. - Yu Guo 008; Yuan Gao 015; Ryan Wen Liu; Yuxu Lu; Jingxiang Qu; Shengfeng He; Wenqi Ren (CVPR Workshops, 2023)

Deep Network-Enabled Haze Visibility Enhancement for Visual IoT-Driven Intelligent Transportation Systems. - Ryan Wen Liu; Yu Guo 008; Yuxu Lu; Kwok Tai Chui; Brij B. Gupta (IEEE Trans. Ind. Informatics, 2023)

GradDT: Gradient-Guided Despeckling Transformer for Industrial Imaging Sensors. - Yuxu Lu; Yu Guo 008; Ryan Wen Liu; Kwok Tai Chui; Brij B. Gupta (IEEE Trans. Ind. Informatics, 2023)

Let You See in Haze and Sandstorm: Two-in-One Low-Visibility Enhancement Network. - Yuan Gao 015; Wenyu Xu; Yuxu Lu (IEEE Trans. Instrum. Meas., 2023)

MDSFE: Multiscale Deep Stacking Fusion Enhancer Network for Visual Data Enhancement. - Yu Guo 008; Yuxu Lu; Jingxiang Qu; Ryan Wen Liu; Wenqi Ren (IEEE Trans. Instrum. Meas., 2023)

Asynchronous Trajectory Matching-Based Multimodal Maritime Data Fusion for Vessel Traffic Surveillance in Inland Waterways. - Yu Guo 008; Ryan Wen Liu; Jingxiang Qu; Yuxu Lu; Fenghua Zhu; Yisheng Lv (IEEE Trans. Intell. Transp. Syst., 2023)

Haze Visibility Enhancement for Promoting Traffic Situational Awareness in Vision-Enabled Intelligent Transportation. - Yu Guo 008; Ryan Wen Liu; Yuxu Lu; Jiangtian Nie; Lingjuan Lyu; Zehui Xiong; Jiawen Kang 001; Han Yu 001; Dusit Niyato (IEEE Trans. Veh. Technol., 2023)

OneRestore: A Universal Restoration Framework for Composite Degradation. - Yu Guo 008; Yuan Gao 015; Yuxu Lu; Huilin Zhu; Ryan Wen Liu; Shengfeng He (ECCV (19), 2024)

Attention-oriented residual block for real-time low-light image enhancement in smart ports. - Lu Li; Wenyu Xu; Yuan Gao 015; Yuxu Lu; Dong Yang 003; Ryan Wen Liu; Ran Zhang (Comput. Electr. Eng., 2024)

S3Net: Semi-self-supervised neural network for visibility enhancement of speckled images. - Ryan Wen Liu; Yu Guo 008; Yuxu Lu; Xi-Le Zhao; An-An Liu (Comput. Electr. Eng., 2024)

AoSRNet: All-in-One Scene Recovery Networks via multi-knowledge integration. - Yuxu Lu; Dong Yang 003; Yuan Gao 015; Ryan Wen Liu; Jun Liu 012; Yu Guo 008 (Knowl. Based Syst., 2024)

MvKSR: Multi-View Knowledge-Guided Scene Recovery for Hazy and Rainy Degradation. - Wenyu Xu; Dong Yang 003; Yuan Gao 015; Yuxu Lu; Jingming Zhang; Yu Guo 008 (IEEE Trans. Instrum. Meas., 2024)

Blind Image Despeckling Using a Multiscale Attention-Guided Neural Network. - Yu Guo 008; Yuxu Lu; Ryan Wen Liu; Fenghua Zhu (IEEE Trans. Artif. Intell., 2024)

AiOENet: All-in-One Low-Visibility Enhancement to Improve Visual Perception for Intelligent Marine Vehicles Under Severe Weather Conditions. - Ryan Wen Liu; Yuxu Lu; Yu Guo 008; Wenqi Ren; Fenghua Zhu; Yisheng Lv (IEEE Trans. Intell. Veh., 2024)

Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather Conditions. - Ryan Wen Liu; Yuxu Lu; Yuan Gao 015; Yu Guo 008; Wenqi Ren; Fenghua Zhu; Fei-Yue Wang 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Towards a physical imaging-driven sparse attention dehazer for Internet of Things-aided Maritime Intelligent Transportation. - Yuxuan Tian; Yu Guo 008; Yuxu Lu; Yuan Gao 015; Ryan Wen Liu (Comput. Electr. Eng., 2025)

Multi-view adaptive image enhancement with hierarchical attention for complex underground mining scenes. - Jingming Zhang; Wenyu Xu; Yuxu Lu; Zhijun Chen; Dong Yang 003 (Expert Syst. Appl., 2025)

Enhancing risk perception by integrating ship interactions in multi-ship encounters: A Graph-based Learning method. - Kaisen Yang; Dong Yang 003; Yuxu Lu (Reliab. Eng. Syst. Saf., 2025)

Spatial-Frequency Fusion Network With Learnable Fractional Fourier Transform for Remote Sensing Imaging Enhancement. - Wenyu Xu; Maohan Liang; Yuxu Lu; Ruobin Gao; Dong Yang 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Multi-Task-oriented Nighttime Haze Imaging Enhancer for Vision-driven Measurement Systems. - Ai Chen; Yuxu Lu; Dong Yang 003; Junlin Zhou; Yan Fu; Duanbing Chen (CoRR, 2025)

USRNet: Unified Scene Recovery Network for Enhancing Traffic Imaging under Multiple Adverse Weather Conditions. - Yuxu Lu; Ai Chen; Dong Yang 003; Ryan Wen Liu (CoRR, 2025)

VL-UR: Vision-Language-guided Universal Restoration of Images Degraded by Adverse Weather Conditions. - Ziyan Liu; Yuxu Lu; Huashan Yu; Dong yang (CoRR, 2025)

Graph Learning-Driven Multi-Vessel Association: Fusing Multimodal Data for Maritime Intelligence. - Yuxu Lu; Kaisen Yang; Dong Yang 003; Haifeng Ding; Jinxian Weng; Ryan Wen Liu (CoRR, 2025)