Multimedia Information Technology and Applications

Artificial Intelligence for Multimedia .- Retinal Vessel Segmentation Using an AttentionEnhanced U-Net Architecture. .- A Weighted Ensemble Approach Integrating Large Language Models for Enhanced Agricultural Knowledge Retrieval. .- Improving Image Classification Efficiency with Knowledge Distillation and Channel Attention. .- Explainable Graph-Based Retrieval-Augmented Generation with Landmark-Centric Reasoning Paths. .- Knowledge Distillation-Based Lightweight Model for Solar Cell Defect Classification. .- Task-Evoked BOLD Contrast and Machine Learning for Schizophrenia Classification: A DMN-Focused and Whole-Brain Analysis. .- Edge-Aware Lightweight Network for Medical Image Segmentation. .- Evaluating the Impact of Backbone Networks and Input Resolution on Forearm Acupoint Localization. .- Pronoun Matters: A Benchmark for Diagnosing Gender Bias in Emotion Classification. .- Analyzing Hyperparameter Optimization Methods for Federated Learning Systems. .- Recognition of Radicals of Guqin Music Notation by YOLO. .- RMSF-ViT: Randomized Multi-Scale Fusion Vision Transformer.   Multimedia System and Applications .- Enhancing Traceability and Interpretability of Datasets for RAG Evaluation: A Context-ID-Aware and GraphBased Visualization Approach. .- Intelligent Personality-aware AR Gait Training using Smart Glasses: Personalized Multimodal Feedback for Next-generation Digital Rehabilitation. .- A High-Fidelity Synthetic MetaAcuPoint Depth (MAP-d) Dataset for Acupoint Localization Using MetaHuman Avatars. .- Noise-induced distributed scheduling of message transmission of receiver-less nodes in APCMA. .- AI-based health monitoring system for old buildings. .- Phase-Specific Gait Characterization and Plantar Load Progression Analysis Using Smart Insoles. .- A Bilingual App for Campus Wayfinding and Local Cultural Immersion.