Digital Multimedia Communications

.- Image/Video Processing and Analysis. .- Video Background Modeling Based on Diffusion Model. .- AGFNet:A Dual-branch Real-time Semantic Segmentation Network Based on Attention-guided Fusion. .- A Lightweight Progressive Co-Attention Network for Fine-Grained Cat and Dog Image Classification. .- Pathological Image Super-Resolution Reconstruction Based on Sparse Coding Non-Local Attention Flow Model. .- LNN-MPUNet: A Physics-Guided Multi-Stage Progressive U-Net for Seismic Random Noise Suppression. .- DHRNet: Decoupled HSV Representation Learning Network for Low-Light Enhancement. .- Explicable Low-Light Image Enhancement Based on Bidirectional Color-Consistency Constrained Optimization Model. .- Scalable Image Compression for Electric Power Inspection. .- Towards Reliable Cervical Cancer Screening: A Multimodal Transfer Learning Approach. .- MSTA-Net: Selecting High-Diagnostic-Value Segments in CLE Videos by Inferring Operator Cognitive Intent. .- PGSFNet: Progressive Geometric-to-Semantic Fusion Network for Anime Character Line Art Colorization. .- ELDCNN: Edge Extraction and Large KernelAattention Based Dual Convolutional Neural Network for Low-Dose CT Image Denoising. .- Color Filter Array Interpolation Using Two-Dimensional Discrete 3×4 Order HMM. .- Prior-Guided Augmented Lagrangian Multiplier Algorithm for Image Extrapolation. .- Light Field Image Super-Resolution Network Based on Feature Iterative Separation and Fusion. .- Content-Aware Reference Structure Optimization for Video Coding Using Image Fingerprints. .- Multi-Instance Multi-Label Learning Based on a Gated Graph Attention Network. .- EEG-Based Spatio-Temporal Brain Model for Alzheimer's Disease Classiffication. .- MSDF-Net: A Multi-Scale Dynamic Fusion Network for Skin Lesion Segmentation. .- Event Stream Separation Method Based on Polarization Dynamic Vision Response Imaging Technology. .- A Digital Image Robust Watermarking Model with Multi-Scale Attention. .- DMGS-YOLOv8: Improved Dual-Modal Object Detection Based on YOLOv8. .- Dual-Track Graph Fusion Network for Hyperspectral Pathology Image Segmentation. .- Frequency Filtering and Domain Adaptation for Cross-Domain Few-Shot Object Detection. .- DICJD-SR: Dual-stage Information Complementary Joint Demosaicing and Super-Resolution for Color Polarization Images. .- Multi-Task Voting Feature Transformation Network for Gastrointestinal Tumor Segmentation. .- Mixed-Scale Gated Attention-Deficit Modality Brain Tumor Segmentation Network. .- Low-Light Image Enhancement with Degradation-Feature Guided Cross-Channel Interaction. .- Polarization-Enhanced YOLO for Road Target Detection in Extreme Weather. .- A Benchmark Large-Size Infrared Image Dataset for Ethylene Leakage Segmentation. .- A Benchmark Large-Size Cement Image Dataset for Dust Segmentation. .- An Edge-Aware Cross-Attentive Multiscale Method with Softmax-Gated Fusion for Air Pollution Monitoring.