Digital Multimedia Communications 21st International Forum on Digital TV and Wireless Multimedia Communications, IFTC 2024, Hainan, China, November 28–29, 2024, Revised Selected Papers, Part II

This volume contains 27 selected papers presented at IFTC 2024: 21st International Forum of Digital Multimedia Communication, held in Lingshui, Hainan, China, on November 28-29, 2024.

The 55 full papers included in this 2-volume set were carefully reviewed and selected from 146 submissions. They were organized in topical sections as follows:

CCIS 2441: Affective Computing, Graphics & Image Processing for Virtual Reality, Large Language Models, Multimedia Communication, Application of Deep Learning and Video Analysis.

CCIS 2442: Human and Interactive Media, Image Processing, Quality Assessment and Source Coding.

Rotation-Equivariant Human Motion Prediction via Quaternion Graph Convolutional Network.- HomeArena: A Playground for Household Appliance Intelligence Development and Evaluation.- Virtual Digital Intelligence in Broadcasting Television and Online Audiovisual Fields: Applications and Risks.- Research on Cross-Modal Recommendation System Based on Deep Neural Network.- MIMCN: Multi-Interest Modeling with Capsule Network for News Recommendation.- FastTalker: Co-Speech Gesture Generation via Fast-Order Diffusion ODE Solver.- Multiplayer Interaction Feature Extraction for Skeleton-Based Action Recognition.- Bidirectional Information Fusion Time Series Transformer for Telecom Fraud Detection.- SSSGT: Silent Spiral Sparse Graph Transformer for Social Bots.- USIAL-VC: A One-Shot Voice Conversion by U-Net-Based Encoder and Speaker Identity Adaptive Learning.- PolyMotion-7K: A Multimodal-Driven Polyglot Avatar Motion Dataset.- MGTR-Avatar: Multi-Scale Gaussian Triplane Representation for High-Fidelity 3D Facial Model Reconstruction from a Monocular Video.- Learning Subimage-Adaptive Convolution Block for Real-Time Single Image Super-Resolution.- Light Field Image Super-Resolution Network Based on Attention Mechanism.- A Quantitative Method for Visual Appearance Recognition of Swollen Eyes Based on 3D Information of Eye-Related Key Points.- Siamese Dual-Stage Network with Hierarchical Fusion for Remote Sensing Image Dehazing.- CS2DMNet: Color Space Feature Interaction and Dual-Domain Multi-Scale Collaboration Network for Low-Light Image Enhancement.- A Near-Infrared Vein Image Semantic Segmentation and Localization
Method Based on Dual-Branch Information Fusion.- Remote Photoplethysmography Signal Measurement from Facial Videos Based on Enhanced Hybrid Convolutional Neural Network with Waveform Consistency Loss Function.- Lightweight Spatio-Temporal Attention Network for Video
Super-Resolution.- Video QoE Modeling by Spatial-Temporal Resolutions.- An End-to-End Full-Reference and No-Reference Quality Assessment Model for 360° VR Videos.- Do High Metrics Equal Enhanced Cognitive Performance? Exploring Objective and Subjective Assessments in Digital Human Quality.- Quality Assessment Indicators and Method of High-Resolution Space-Borne SAR Systems.- Objective Evaluation of Ambisonics Recording Performance Using Arbitrary Microphone Arrays.- Frame-Level Complexity Control for Practical Encoder x265.- A Human-Computer-Friendly Scalable Image Coding Scheme Based on the Canny Edge Detection Algorithm.