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Smart Multimedia : 4th International Conference, ICSM 2024, Los Angeles, California, USA, March 28–30, 2024, Revised Selected Papers / edited by Stefano Berretti, Hossein Azari

Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Lecture Notes in Computer Science ; 14957Publisher: Cham : Springer Nature Switzerland, 2025Publisher: Cham : Imprint: Springer, 2025Edition: 1st ed. 2025Description: 1 Online-Ressource(XIV, 398 p. 147 illus., 128 illus. in color.)ISBN:
  • 9783031824753
Subject(s): Additional physical formats: 9783031824746 | 9783031824760 | Erscheint auch als: 9783031824746 Druck-Ausgabe | Erscheint auch als: 9783031824760 Druck-AusgabeDDC classification:
  • 004.6 23
DOI: DOI: 10.1007/978-3-031-82475-3Online resources: Summary: -- Machine Learning for Multimedia. -- Pattern Recognition in Apple Orchards During Dormancy and Bud Development. -- Medical Image Denoising via Explainable AI Feature Preserving Loss. -- Electrical Impedance Spectroscopy Sensorised Needle for Prostate Cancer Localisation During MRI-Ultrasound-Fused Targeted Biopsy. -- Multimedia. -- Semantic Browsing & Advertising in YouTube. -- Creating and Analyzing a Multimedia Dataset for Building Energy Efficiency Estimation. -- Affine-Transformation-Invariant Image Classification by Differentiable Arithmetic Distribution Module. -- Special Session on Smart Homes and Cities - The Future through Smart Technological Innovations. -- Performance of Machine Learning Models for OSA Detection Based on ECG Signal. -- The Role of Personality Traits for Tailoring Immersive Experiences in Virtual Reality Environments. -- A Novel Framework for Assessing Products Case Study: Electric Drives for Terrestrial Vehicles. -- Innovating Medication Adherence for Smart Cities: Leveraging PERACTIV and Automated Annotation Pipeline for Innovative Solutions. -- Multimedia processing. -- How to Design Intuitive Flight Controls for Novice Onboard Operators. -- Sliding Adaptive Dynamic Time Warping for Segment Matching in Surgical Simulation Data. -- Concept Factorization with Manifold and Orthogonal Constraint for Data Representation (short and Industry paper). -- Short and Industrial papers. -- Image Based Cattle Monitoring System. -- Comparative Assessment of Recent Pedestrian Detectors and Trackers. -- AF Mask R-CNN: Attention Fused Mask R-CNN Mechanism for Instance Segmentation. -- Industrial Trend. -- Automatic Data Labeling Using Large Language Models. -- Overview of future video compression technology beyond VVC in standard. -- Neural Fields for Multimedia Applications (Part-1): Trends in Audio, Images and Videos. -- Neural Fields for Multimedia Applications (Part-2): Trends in Volumetric Videos and 3D Objects. -- Late breaking papers. -- Characterizing Multimedia Information Environment through Multi-Modal Clustering of YouTube Videos. -- Surveying Sidewalk Materials for and by Individuals Who Are Blind or Have Low Vision: Audio Data Collection and Classification. -- Two-stage Synthetic Supervising and Multi-view Consistency Self-supervising based Animal 3D Reconstruction by Single Image. -- Special session: Haptic and human machine interaction. -- Local Force Isotropy: A New Metric for Measuring Performance of Kinaesthetic Haptic Devices. -- Haptic Training Simulators Design Approach. -- Human Behavior and Personality Reduced Survey to Promote Machines and Human Interactions Case Study: Mexico. -- Multiplayer System for a Collaborative Experience Using Digital Technologies in a Physical Space.Summary: This book constitutes the refereed post-proceedings of the 4th International Conference on Smart Multimedia, ICSM 2024, held in Los Angeles, California, USA, in March 28–30, 2024. The 9 full papers, 8 special papers, 4 industrial papers, 3 late breaking papers, and 3 short papers presented were carefully reviewed and selected from 60 submissions. The papers are organized in the following topical sections: machine learning for multimedia; multimedia; special session on smart homes and cities - the future through smart technological innovations; multimedia processing; short and industrial papers; industrial trend; late breaking papers; special session: haptic and human machine interaction.PPN: PPN: 1919516328Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SCS | ZDB-2-SXCS | ZDB-2-LNC
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