The two-volume set LNCS 13141 and LNCS 13142 constitutes the proceedings of the 28
th 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.
Inhaltsverzeichnis
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 withTemporal 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.
