Artificial Intelligence for Multimedia Information Processing

Tools and Applications
Herausgeber: Savarimuthu, Xavier; Noel Joseph Raj, Alex; Subramani, Sivakannan

• Gebundenes Buch

Produktbeschreibung

This book discusses the new standards of multimedia and information processing from several technological perspectives including analytics empowered by AI, streaming on the intelligent edge, multimedia edge caching and AI, services for edge AI, and hardware and devices for multimedia on edge intelligence.

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Produktdetails

• Verlag: Taylor & Francis Ltd (Sales)
• Seitenzahl: 316
• Erscheinungstermin: 14. Juni 2024
• Englisch
• Abmessung: 234mm x 156mm x 21mm
• Gewicht: 658g
• ISBN-13: 9781032521473
• ISBN-10: 1032521473
• Artikelnr.: 70146530

Autorenporträt

Dr. Xavier Savarimuthu, S.J., is a Professor of environmental science at St. Jospeh's University, Bengaluru, India and the Central Library AI digitization director. Prior to this position he was the Vice-Principal and Head of the Department of Environmental Studies at St. Xavier's College, Kolkata, India. He has given invited lectures in Stockholm, Sweden; Manila, Philippines; Paris, France; Bonn, Germany; and at the University of Oxford, England. He has taught at Santa Clara University, California, and Saint Joseph's University, Philadelphia, where he held the endowed MacLean Jesuit Chair. He has published 2 books, many research articles in various international journals, and has presented his research works in several international conferences. Dr. Sivakannan Subramani is Assistant Professor in St. Joseph's University, Bangalore, India. In 2018 he completed his PhD in Medical Image Processing, at the Department of Electronics & Instrumentation Engineering, Annamalai University, India. He has more than ten years of academic and research experience, primarily working on predictive analytics and machine learning. He has completed public funded research projects for Indian Space Research Organization (ISRO) and Defense Research and Development Organization (DRDO). He has published research articles in various international journals and has presented his research in several international conferences. Dr. Alex Noel Joseph Raj works at the Department of Electronic Engineering, College of Engineering, Shantou University, China. Prior to this he was Design Engineer at Valeport Ltd Totnes, UK and professor at the Department of Embedded Technology, School of Electronics Engineering, VIT University, Vellore, India. He received his Ph.D. degree in Engineering from the University of Warwick, Coventry, UK in 2009. His research focuses on Machine Learning, Signal and Image Processing and FPGA implementations. He has published research articles in various international journals and has presented his research in several international conferences.

Inhaltsangabe

Section I: AI-Multimedia Information Processing. 1. Monitoring Ancient
Buildings Using UAV and Instant Image Segmentation Using Masked R-CNN. 2.
AI-Assisted Digital Forensics for Securing Industry 4.0 Assets. 3.
State-of-the-Art Analysis in Reversible Data Hiding Techniques. 4. The
Intelligent Research Laboratory: Artificial Intelligence/Machine Learning
Methods for Chemists. Section II: AI and Its Applications in Public Health.
5. MLACP 2.0: Utilizing Machine Learning to Predict Anticancer Peptide
Activity from Protein Peptide Patterns. 6. An AI-Based Diagnostic System to
Predict BI-RADS Scores for Detecting Breast Cancer over Mammograms. 7.
Optimization Techniques and Their Applications in Prenatal Congenital Heart
Defects: A Survey. 8. Analyzing Aortic Stenosis Diagnosis and Medication
with Artificial Intelligence. 9. A Study of the Role of Artificial
Intelligence in Monitoring Environmental and Health Issues in the
Post-COVID-19 Pandemic Era for Sustainable Living. 10. Cerebral Palsy
Detection Using Vision Impairment and Machine Learning. 11. ECG-Based
Diagnosis of Sudden Cardiac Death Using Machine Learning. Section III: AI
and Its Applications in Environmental Science. 12. AI in Environmental
Applications. 13. Automation of Adsorption Processes Using AI: Recent
Trends and Prospects. 14. Application of Machine Learning Algorithms in the
Field of Bioacoustics. Section IV: AI and Its Applications in the
Automobile Industry. 15. Driverless Car Using AI. Section V: AI and
Computer Vision. 16. Comparative Analysis of Feature-Based Image Stitching
Algorithms. Section VI: AI and Its Applications in Material Science. 17.
Revolutionizing Concrete Engineering: Predicting Material Properties with
AI Insights.