Borko Furht, Stephen W. Smoliar, Hongjiang Zhang

Video and Image Processing in Multimedia Systems (eBook, PDF)

• Format: PDF

Produktbeschreibung

Video and Image Processing in Multimedia Systems treats a number of critical topics in multimedia systems, with respect to image and video processing techniques and their implementations. These techniques include:

• Image and video compression techniques and standards, and
• Image and video indexing and retrieval techniques.

Video and Image Processing in Multimedia Systems is divided into three parts. Part I serves as an introduction to multimedia systems, discussing basic concepts, multimedia networking and synchronization, and an overview of multimedia applications. Part II presents comprehensive coverage of image and video compression techniques and standards, their implementations and applications. Because multimedia data (specifically video and images) require efficient compression techniques in order to be stored and delivered in real-time, video and image compression is a crucial element of an effective multimedia system. In Part III attention is focused on the semantic nature of image and video source material, and how that material may be effectively indexed and retrieved. Topics discussed include static images, full-motion video, and the manner in which compressed representations can facilitate structural analysis. Part III concludes with an extended discussion of a case study. This book serves as an invaluable reference with respect to the most important standards in the field. Video and Image Processing in Multimedia Systems is suitable as a textbook for course use.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 377
• Erscheinungstermin: 6. Dezember 2012
• Englisch
• ISBN-13: 9781461522775
• Artikelnr.: 43988786

Autorenporträt

Nataliia Neshenko, Ph.D., FCCA, PMP, PMI-ACP is Visiting Instructor at the Department of Information Technology and Operations Management (ITOM) at the College of Business, Florida Atlantic University. Her research focus is operational cybersecurity, including attack detection and characterization, risk management methodologies, the Internet of Things, and visual data mining and analysis. Her research findings are published in leading refereed security and data science journals and conferences. Dr. Neshenko is a recipient of the Best Paper Award at the 2017 IEEE International Symposium on Personal Indoor and Mobile Radio Communications. She also has over 16 years of project management experience in the field of business optimization in finance and IT. Bou-Harb, Ph.D., CISSP received a Ph.D. degree in computer science from Concordia University, Montreal, Canada. He was a visiting research scientist at Carnegie Mellon University (CMU), Pittsburgh, PA, USA, in 2015-2016. He is currently the Director of The Cyber Center For Security and Analytics at the University of Texas at San Antonio (UTSA) and an Associate Professor at the Department of Information Systems and Cyber Security. Dr. Bou-Harb specializes in operational cyber security and data science as applicable to the national security challenge. He is also a research scientist at the National Cyber Forensic and Training Alliance (NCFTA) of Canada. His current research interests are operational cyber security, attack detection and characterization, Internet measurements, and cyber security for critical infrastructure. Dr. Bou-Harb has authored more than 120 refereed publications in leading security and data science venues; he is the recipient of 5 best research paper awards, including the prestigious ACM's best digital forensics research paper. His research is funded by state and federal cyber security research grants valued at more than $8M. Borko Furht, Ph.D. is Professor of Computer Science and Engineering at Florida Atlantic University and Director of the NSF Industry/University Cooperative Research Center for Advanced Knowledge Enablement. His areas of research include video and image processing and coding, Internet computing, and video applications in medicine, surveillance, and various industries. He published more than 300 referred papers, 45 books, and has about 60 patents and patent applications. He assured funding of about $25 million from government agencies such as NSF, Department of Navy, NASA, and NIH, and high-tech companies including Google, Motorola, Apple, IBM, LexisNexis, and others. He was Researcher of the Year at FAU in 2013 and 2019. He is a member of European Academy of Science. He has been an expert witness and consultant for a number of high-tech companies.

Inhaltsangabe

I Introduction To Multimedia.- 1 Basic Concepts.- 2 Multimedia Networking and Synchronization.- 3 Overview of Multimediaapplications.- II Multimedia Compression Techniques and Standards.- 4 Introduction to Multimedia Compression.- 5 Jpeg Algorithm for Full-Color Still Image Compression.- 6 Px64 Compression Algorithm Forvideo Telecommunications.- 7 Mpeg Compression for Motion-Intensive Applications.- 8 Other Multimedia Compression Techniques.- 9 Implementations of Compression Algorithms.- 10 Applications of Compressionsystems.- III Image and Video Indexing and Retrieval Techniques.- 11 Content-Based Image Retrieval.- 12 Content-Based Video Indexing and Retrieval.- 13 Video Processing Using Compresseddata.- 14 A Case Study in Video Parsing: Television News.