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.
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.- 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.
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Produktdetaljer

ISBN
9783031824746
Publisert
2025-03-24
Utgiver
Vendor
Springer International Publishing AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet