Advances in Multimedia

Erscheinungsjahr 2021
ISBN: 978-1-77469-174-8
Verlag: Arcler Press

Buch, Englisch, 432 Seiten, Hardback, Format (B × H): 152 mm x 229 mm

This book covers different topics related to the recent advances in multimedia, including machine learning and AI methods in multimedia research, multimedia applications in health and medicine, multimedia transmission in wireless networks and multimedia applications in education. Section 1 focuses on machine learning and AI methods in multimedia research, describing context-aware attention network for human emotion recognition in video, large-scale video retrieval via deep local convolutional features, region space guided transfer function design for nonlinear neural network augmented image visualization, data-driven methods for image and video understanding, and pretraining convolutional neural networks for image-based vehicle classification. Section 2 focuses on multimedia applications in health and medicine, describing study of multimedia technology in posture training for the elderly, rapid extraction of target information in messy multimedia medical data, effectiveness of a multimedia messaging service reminder system in the management of knee osteoarthritis, and virtual realities in the treatment of mental disorders: a review of the current state of research. Section 3 focuses on multimedia transmission in wireless networks, describing clustering in wireless multimedia sensor networks, a dynamic link adaptation for multimedia quality-based communications in IEEE_802.11 wireless networks, multimedia and VoIP-oriented cell search technique for the IEEE 802.11 WLANS, and ubiquitous control framework for delivering perceptual satisfaction of multimedia traffic. Section 4 focuses on multimedia applications in education, describing online individualized multimedia instruction instrument for engineering communication skills, design model for educational multimedia software, cognitive constructivist theory of multimedia, design of videogame based on inca abacus, and multimedia approach in teaching mathematics through examples of interactive lessons from mathematical analysis and geometry.

Autoren/Hrsg.

Pehcevski, Jovan

Fachgebiete

• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein

Inhaltsverzeichnis

Section 1: Machine learning and AI Methods in Multimedia - Chapter 1 Context-Aware Attention Network for Human Emotion Recognition in Video
- Chapter 2 Large-Scale Video Retrieval via Deep Local Convolutional Features
- Chapter 3 Region Space Guided Transfer Function Design for Nonlinear Neural Network Augmented Image Visualization
- Chapter 4 Study on Data-driven Methods for Image and Video Understanding
- Chapter 5 Pretraining Convolutional Neural Networks for Image-Based Vehicle Classification

Section 2: Multimedia applications in Health and Medicine - Chapter 6 Study of Multimedia Technology in Posture Training for the Elderly
- Chapter 7 Rapid Extraction of Target Information in Messy Multimedia Medical Data
- Chapter 8 “The Effectiveness of a Multimedia Messaging Service Reminder System in the Management of Knee Osteoarthritis: A Pilot Study”
- Chapter 9 Virtual Realities in the Treatment of Mental Disorders: A Review of the Current State of Research

Section 3: Multimedia transmission in Wireless Networks - Chapter 10 Clustering in Wireless Multimedia Sensor Networks
- Chapter 11 A Dynamic Link Adaptation for Multimedia Quality-Based Communications in IEEE_802.11 Wireless Networks
- Chapter 12 A Multimedia and VoIP-Oriented Cell Search Technique for the IEEE 802.11 WLANS
- Chapter 13 Ubiquitous Control Framework for Delivering Perceptual Satisfaction of Multimedia Traffic

Section 4: Multimedia applications in Education - Chapter 14 Reliability and Validity of Online Individualized Multimedia Instruction Instrument for Engineering Communication Skills
- Chapter 15 A Design Model for Educational Multimedia Software
- Chapter 16 “Cognitive Constructivist Theory of Multimedia: Designing Teacher-Made Interactive Digital”
- Chapter 17 “Educational Digital Recycling: Design of Videogame Based on INCA Abacus”
- Chapter 18 Multimedia Approach in Teaching Mathematics – Examples of Interactive Lessons from Mathematical Analysis and Geometry

Über Autor(innen)

Jovan obtained his PhD in Computer Science from RMIT University in Melbourne, Australia in 2007. His research interests include big data, business intelligence and predictive analytics, data and information science, information retrieval, XML, web services and service-oriented architectures, and relational and NoSQL database systems. He has published over 30 journal and conference papers and he also serves as a journal and conference reviewer. He is currently working as a Dean and Associate Professor at European University in Skopje, Macedonia.