Algorithms, Complexity Analysis and VLSI Architectures for Mpeg-4 Motion Estimation

ISBN-13: 9781441950888 / Angielski / Miękka / 2010 / 240 str.

Peter M. Kuhn

Opis

MPEG-4 is the multimedia standard for combining interactivity, natural and synthetic digital video, audio and computer-graphics. Typical applications are: internet, video conferencing, mobile videophones, multimedia cooperative work, teleteaching and games. With MPEG-4 the next step from block-based video (ISO/IEC MPEG-1, MPEG-2, CCITT H.261, ITU-T H.263) to arbitrarily-shaped visual objects is taken. This significant step demands a new methodology for system analysis and design to meet the considerably higher flexibility of MPEG-4.
Motion estimation is a central part of MPEG-1/2/4 and H.261/H.263 video compression standards and has attracted much attention in research and industry, for the following reasons: it is computationally the most demanding algorithm of a video encoder (about 60-80% of the total computation time), it has a high impact on the visual quality of a video encoder, and it is not standardized, thus being open to competition.
Algorithms, Complexity Analysis, and VLSI Architectures for MPEG-4 Motion Estimation covers in detail every single step in the design of a MPEG-1/2/4 or H.261/H.263 compliant video encoder:

• Fast motion estimation algorithms
• Complexity analysis tools
• Detailed complexity analysis of a software implementation of MPEG-4 video
• Complexity and visual quality analysis of fast motion estimation algorithms within MPEG-4
• Design space on motion estimation VLSI architectures
• Detailed VLSI design examples of (1) a high throughput and (2) a low-power MPEG-4 motion estimator.

Algorithms, Complexity Analysis and VLSI Architectures for MPEG-4 Motion Estimation is an important introduction to numerous algorithmic, architectural and system design aspects of the multimedia standard MPEG-4. As such, all researchers, students and practitioners working in image processing, video coding or system and VLSI design will find this book of interest.

Spis treści

Preface. 1. Introduction. 2. Motion Estimation Algorithms. 3. Complexity Analysis Methodology. 4. Complexity Analysis of MPEG-4 Visual. 5. Analysis of Fast Motion Estimation Algorithms. 6. Design Space Motion Estimation Architectures. 7. VLSI Implementation: Search Engine I. 8. VLSI Implementation: Search Engine II. 9. Summary. Annex. Bibliography. Index.