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Motion Analysis and Image Sequence Processing

  • Book
  • © 1993

Overview

Editors:
  1. M. Ibrahim Sezan

    1. Eastman Kodak Company, Rochester, USA

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    You can also search for this editor in PubMed   Google Scholar

  2. Reginald L. Lagendijk

    1. Department of Electrical Engineering, Delft University of Technology, Delft, The Netherlands

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: The Springer International Series in Engineering and Computer Science (SECS, volume 220)

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Table of contents (15 chapters)

  1. Front Matter

    Pages i-xxi
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  2. Hierarchical Model-Based Motion Estimation

    • P. Anandan, J. R. Bergen, K. J. Hanna, Rajesh Hingorani
    Pages 1-22

  3. An Estimation Theoretic Perspective on Image Processing and the Calculation of Optical Flow

    • T. M. Chin, M. R. Luettgen, W. C. Karl, A. S. Willsky
    Pages 23-51

  4. Estimation of 2-D Motion Fields from Image Sequences with Application to Motion-Compensated Processing

    • E. Dubois, J. Konrad
    Pages 53-87

  5. Edge Based 3-D Camera Motion Estimation with Application to Video Coding

    • A. Zakhor, F. Lari
    Pages 89-123

  6. Motion Compensation: Visual Aspects, Accuracy, and Fundamental Limits

    • B. Girod
    Pages 125-152

  7. Motion Field Estimators and their Application to Image Interpolation

    • S. Tubaro, F. Rocca
    Pages 153-187

  8. Subsampling of Digital Image Sequences using Motion Information

    • R. A. F. Belfor, R. L. Lagendijk, J. Biemond
    Pages 189-223

  9. Image Sequence Coding Using Motion Compensated Subband Decomposition

    • A. Nicoulin, M. Mattavelli, W. Li, A. Basso, A. C. Popat, M. Kunt
    Pages 225-256

  10. Vector Quantization for Video Data Compression

    • R. M. Mersereau, M. J. T. Smith, C. S. Kim, F. Kossentini, K. K. Truong
    Pages 257-283

  11. Model-Based Image Sequence Coding

    • M. Buck, N. Diehl
    Pages 285-315

  12. Human Facial Motion Analysis and Synthesis with Application to Model-Based Coding

    • K. Aizawa, C. S. Choi, H. Harashima, T. S. Huang
    Pages 317-348

  13. Motion Compensated Spatiotemporal Kalman Filter

    • J. W. Woods, J. Kim
    Pages 349-373

  14. Multiframe Wiener Restoration of Image Sequences

    • M. K. Ozkan, M. I. Sezan, A. T. Erdem, A. M. Tekalpt
    Pages 375-409

  15. 3-D Median Structures for Image Sequence Filtering and Coding

    • T. Viero, Y. Neuvo
    Pages 411-445

  16. Video Compression for Digital Advanced Television Systems

    • John G. Apostolopoulos, Jae S. Lim
    Pages 447-481

  17. Back Matter

    Pages 483-489
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Keywords

About this book

An image or video sequence is a series of two-dimensional (2-D) images sequen­ tially ordered in time. Image sequences can be acquired, for instance, by video, motion picture, X-ray, or acoustic cameras, or they can be synthetically gen­ erated by sequentially ordering 2-D still images as in computer graphics and animation. The use of image sequences in areas such as entertainment, visual communications, multimedia, education, medicine, surveillance, remote control, and scientific research is constantly growing as the use of television and video systems are becoming more and more common. The boosted interest in digital video for both consumer and professional products, along with the availability of fast processors and memory at reasonable costs, has been a major driving force behind this growth. Before we elaborate on the two major terms that appear in the title of this book, namely motion analysis and image sequence processing, we like to place them in their proper contexts within the range of possible operations that involve image sequences. In this book, we choose to classify these operations into three major categories, namely (i) image sequence processing, (ii) image sequence analysis, and (iii) visualization. The interrelationship among these three categories is pictorially described in Figure 1 below in the form of an "image sequence triangle".

Editors and Affiliations

  • Eastman Kodak Company, Rochester, USA

    M. Ibrahim Sezan

  • Department of Electrical Engineering, Delft University of Technology, Delft, The Netherlands

    Reginald L. Lagendijk

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