Always Learning

Digital Video Processing
A. Murat Tekalp, University of Rochester

ISBN-10: 0131900757
ISBN-13:  9780131900752

Publisher:  Prentice Hall
Copyright:  1996
Format:  Paper; 560 pp
Published:  08/02/1995
Status: Instock


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Description

For electrical engineers, telecommunications managers, computer scientists, product planners, technical and market consultants, and all those interested in digital video image processing.

In response to the boom in video processing, and multimedia systems and services, this book provides a comprehensive overview of video image processing.


Features

  • offers broad coverage of the video image processing field in a tutorial style.
  • includes several recent research results, including the authors own research.
  • explores the video imaging processing concepts, leading algorithms for various applications, and their underlying mathematical framework.


Table of Contents

I. FUNDAMENTALS OF DIGITAL VIDEO.

 1. Introduction to Digital Video.

 2. Video Image Formation Models.

 3. Spatio-Temporal Sampling.

 4. Sampling Structure Conversion.

II. TWO-D MOTION ESTIMATION.

 5. Optical Flow Equation.

 6. Block-Based Methods.

 7. Pel Recursive Methods.

 8. Bayesian Methods.

III. THREE-D MOTION ESTIMATION AND SEGMENTATION.

 9. Methods Using Pint Correspondence.

10. Direct and Optical Flow Based Methods.

11. Basics of Image Segmentation.

12. Simultaneous Estimation and Segmentation.

IV. VIDEO IMAGE FILTERING.

13. Motion-Compensated Filtering.

14. Standards Conversion.

15. Superresolution and Restoration.

16. Enhancement and Noise Filtering.

V. IMAGE COMPRESSION FUNDAMENTALS AND STANDARDS.

17. Fundamentals and Lossless Coding.

18. DPCM and Transform Coding.

19. Still Image Compression Standards.

20. Subband/Wavelet Coding and Vector Quantization.

VI. VIDEO COMPRESSION STANDARDS AND APPLICATIONS.

21. Video Compression Standards.

22. Advanced TV Systems.

23. VLB Coding and Videophone.

24. Three-D Model Based Coding.



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