The two-volume set LNCS 13141 and LNCS 13142 constitutes the proceedings of the 28th International Conference on MultiMedia Modeling, MMM 2022, which took place in Phu Quoc, Vietnam, during June 6-10, 2022.The 107 papers presented in these proceedings were carefully reviewed and selected from a total of 212 submissions. They focus on topics related to multimedia content analysis; multimedia signal processing and communications; and multimedia applications and services.
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FULL PAPER - POSTER PRESENTATION.- Long-range Feature Dependencies Capturing for Low-resolution Image Classification.- An IBC reference block enhancement model based on GAN for Screen Content Video Coding.- AS-Net: Class-aware Assistance and Suppression Network for Few-shot Learning.- DIG: A Data-driven Impact-based Grouping Method for Video Rebuffering Optimization.- Indie Games Popularity Prediction by Considering Multimodal Features.- An Iterative Correction Phase of Light Field for novel view Reconstruction.- Multi-object Tracking with A Hierarchical Single-branch Network.- ILMICA - Interactive Learning Model of Image Collage Assessment: A Transfer Learning Approach for Aesthetic Principles.- Exploring implicit and explicit relations with the dual relation-aware network for image captioning.- Generative Landmarks Guided Eyeglasses Removal 3D Face Reconstruction.- Patching Your Clothes: Semantic-aware Learning for Cloth-Changed Person Re-Identification.- Lightweight Wavelet-Based Network for JPEG Artifacts Removal.- Shared Latent Space of Font Shapes and Their Noisy Impressions.- Reconstructing 3D Contour Models of General Scenes from RGB-D Sequences.- SUnet++:Joint Demosaicing and Denoising of Extreme Low-light Raw Image.- HyText - a Scene-Text Extraction Method for Video Retrieval.- Depthwise-separable Residual Capsule for Robust Keyword Spotting.- Adaptive Speech Intelligibility Enhancement for Far-and-Near-end Noise Environments Based on Self-Attention StarGAN.- Personalized Fashion Recommendation using Pairwise Attention.- Graph Neural Networks Based Multi-Granularity Feature Representation Learning for Fine-Grained Visual Categorization.- Skeletonization Based on K-Nearest-Neighbors on Binary Imags.- Classroom Attention Estimation Method Based on Mining Facial Landmarks of Students.- A Novel Chinese Sarcasm Detection Model Based on Retrospective Reader.- Effects and Combination of Tailored Browser-Based and Mobile Cognitive Software Training.- Progressive GAN-based Transfer Network for Low- Light Image Enhancement.- Rethinking Shared Features and Re-Ranking for Cross-Modality Person Re-Identification.- Aversarial Attacks on Deepfake Detectors: A Practical Analysis.- Multi-Modal Semantic Inconsistency Detection in Social Media News Posts.- EEG Emotion Recognition Based On Dynamically Organized Graph Neural Network.- An Unsupervised Multi-Scale Generative Adversarial Network for Remote Sensing Image Pan-Sharpening.- Leveraging Selective Prediction for Reliable Image Geolocation.- Compressive sensing-based image encryption and authentication in edge-clouds.-ECAS-ML: Edge Computing Assisted Adaptation Scheme with ML for HAS.- Fast CU Depth Decision Algorithm for AVS3.- Block Transformer for Video Classification.- CDeRSNet: Towards High Performance Object Detection in Vietnamese Documents Images.- DEMONSTRATION PAPERS.- Making Few-shot Object Detection Simpler and Less Frustrating.- XQM: Search-Oriented vs.~Classifier-Oriented Relevance Feedback on Mobile Phones .- MoViDNN: A Mobile Platform for Evaluating Video Quality Enhancement with Deep Neural Networks.- DataCAP: A Satellite Datacube and Crowdsourced Street-level Images for the Monitoring of the Common Agricultural Policy.-A Virtual Reality Reminiscence Interface for Personal Lifelog.- VIDEO BROWSER SHOWDOWN 2022.- Efficient Search and Browsing of Large-Scale Video Collections with Vibro.- Multi-Modal Interactive Video Retrieval with Temporal Queries.- Multi-Modal Video Retrieval in Virtual Reality with vitrivr-VR.- Video Search with Context-aware Ranker and Relevance Feedback.- Exquisitor at the Video Browser Showdown 2022.- Videofall - A Hierarchical Search Engine for VBS202.- IVIST: Interactive Video Search Tool in VBS 2022.- AVSeeker: An Active Video Retrieval Engine VBS2022.- VISIONE at Video Browser Showdown 2022.- Reinforcement Learning-Based Interactive Video Search.- UIT at VBS 2022: an Unified and Interactive video retrieval system with Temporal search.- V-FIRST: A Flexible Interactive RetrievalSystem for Video at VBS 2022.- diveXplore 6.0: ITEC's Interactive Video Exploration System at VBS 2022.- CDC: Color-based Diffusion model with Caption embedding in VBS 2022.- ViRMA: Virtual Reality Multimedia Analytics at Video Browser Showdown 2022.