Smart Multimedia : Third International Conference, ICSM 2022, Marseille, France, August 25–27, 2022, Revised Selected Papers / / edited by Stefano Berretti, Guan-Ming Su

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
• Edizione: 1st ed. 2022.
• Descrizione fisica: 1 online resource (XIV, 464 p. 193 illus., 155 illus. in color.)
• Disciplina: 004.6
• Soggetto topico: Computer networks; Computer engineering; Social sciences - Data processing; Machine learning; Computer vision; Computer Communication Networks; Computer Engineering and Networks; Computer Application in Social and Behavioral Sciences; Machine Learning; Computer Vision
• Persona (resp. second.): BerrettiStefano; SuGuan-Ming
• Nota di contenuto: Machine Learning for Multimedia -- Normalizing Flow Based Surface Defect Detection -- FUNet: Flow Based Conference Video Background Subtraction -- IARG: Improved Actor Relation Graph-based Group Activity Recognition -- SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space -- Image Processing -- Unsupervised Face Frontalization GAN Driven by 3D Rotation and Symmetric Filling -- Infrared and Visible Image Fusion Based on Multi-Scale Gaussian Rolling Guidance Filter Decomposition -- Multi-Directional Edge Detection Algorithm Based on Fuzzy Logic Judgment -- Multimedia Applications -- Security Concerns and Citizens' Privacy Implications in Smart Multimedia Applications -- Metric Learning on Complex Projective Spaces -- Gamified Smart Grid Implementation through Pico, Nano, and Microgrids in a Sustainable Campus -- Product Re-Identification System in Fully Automated Defect Detection -- Multimedia for Medicine and Health-Care -- A Real-Time Fall Classification Model Based on Frame Series Motion Deformation -- GradXcepUNet: Explainable AI Based Medical Image Segmentation -- Non-Invasive Anemia Detection from Conjunctival Images -- 3D Segmentation and Visualization of Human Brain CT Images for Surgical Training - a VTK Approach -- Smart Homes -- The Energy 4.0 Concept and Its Relationship with the S3 Framework -- A Real-Time Adaptive Thermal Comfort Model for Sustainable Energy in Interactive Smart Homes: Part I -- A Real-Time Adaptive Thermal Comfort Model for Sustainable Energy in Interactive Smart Homes: Part II -- Multimedia Environments and Metaverse -- Including Grip Strength Activities into Tabletop Training Environments -- Matrix World – A Programmable 3D Multichain Metaverse -- Matrix Syncer - A Multi-Chain Data Aggregator for Supporting Blockchain-Based Metaverses -- Construction and Design of Food Traceability Based on Blockchain Technology Applying in the Metaverse -- Deep Learning on Video and Music -- Motion Segmentation Based on Pixel Distribution Learning on Unseen Videos -- Estimation of Music Recording Quality to Predict Automatic Music Transcription Performance -- Unleashing the Potential of Data Analytics through Music -- Haptic -- Impact of PGM Training on Reaction Time and Sense of Agency -- Epidural Motor Skills Measurements for Haptic Training -- Sensorless Force Approximation Control of 3-DOF Passive Haptic Devices -- Passive Haptic Learning as a Reinforcement Modality for Information -- Industrial -- Lighting Enhancement Using Self-Attention Guided HDR Reconstruction -- MoCap Trajectory-Based Animation Synthesis and Perplexity Driven Compression -- Hyperspectral Image Denoising Based on Dual Low-Rank Structure Preservation -- SimFormer: Real-To-SimTransfer with Recurrent Restoration -- Spatio-Frequency Analysis for High-Frequency Surface Wave Radar Ship Target Detection.
• Sommario/riassunto: This book constitutes the proceedings of the Third International Conference on Smart Multimedia, ICSM 2022, which was held in Marseille, France, during August 25–27, 2022. The 30 full papers and 4 short paper presented in this volume were carefully reviewed and selected from 68 submissions. The contributions were organized in topical sections as follows: Machine Learning for Multimedia; Image Processing; Multimedia Applications; Multimedia for Medicine and Health-Care; Smart Homes; Multimedia Environments and Metaverse; Deep Learning on Video and Music; Haptic; Industrial.
• Titolo autorizzato: Smart Multimedia
• ISBN: 9783031220616; 9783031220609
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910635397103321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Computer Science, . 1611-3349 ; ; 13497