MIPC
Dataset (数据集)
FVessel: Benchmark Dataset for Vessel Detection, Tracking, and Data Fusion (用于船舶检测/跟踪/数据融合的数据集) IEEE TITS
Image Despeckling (噪声消除)
GradDT: Gradient-Guided Despeckling Transformer for Industrial Imaging Sensors IEEE TII 2023
Blind Image Despeckling Using Multi-Scale Attention-Guided Neural Network IEEE TAI 2023
DSPNet: Deep Learning-Enabled Blind Reduction of Speckle Noise IEEE ICPR 2021
Image Dehazing (图像去雾)
SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing CVPRW 2023
Deep Network-Enabled Haze Visibility Enhancement for Visual IoT-Driven Intelligent Transportation Systems IEEE TII 2023
DADFNet: Dual Attention and Dual Frequency-Guided Dehazing Network for Video-Empowered Intelligent Transportation AAAI 2022 Workshop
Heterogeneous Twin Dehazing Network for Visibility Enhancement in Maritime Video Surveillance IEEE ITSC 2021
Low-Light Image Enhancement (低照度图像增强)
Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation Surveillance IEEE TITS
MTRBNet: Multi-branch Topology Residual Block-based Network for Low-light Enhancement IEEE SPL 2022
Lightweight Deep Network-Enabled Real-Time Low-Visibility Enhancement for Promoting Vessel Detection in Maritime Video Surveillance JON 2022
Low-Light Image Enhancement With Regularized Illumination Optimization and Deep Noise Suppression IEEE ACCESS 2020
Vessel Tracking (船舶跟踪)
Asynchronous Trajectory Matching-Based Multimodal Maritime Data Fusion for Vessel Traffic Surveillance in Inland Waterways IEEE TITS
Multimodal Data Fusion (数据融合)
Improving maritime traffic surveillance in inland waterways using the robust fusion of AIS and visual data Ocean Engineering 2023
Asynchronous Trajectory Matching-Based Multimodal Maritime Data Fusion for Vessel Traffic Surveillance in Inland Waterways IEEE TITS