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Motion Analysis for Image Sequence Coding
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Main description:This volume is the fourth in the book series, Advances in Image Communication, a series dedicated to exploring the rapidly evolving, multidisciplinary field of image communications. Each publication stands alone as a state-of-the-art reference work in its particular area of expertise. It also forms an integral part of the comprehensive overview of developments across the field, which the series offers as a whole.Motion Analysis for Image Sequence Coding documents the technical advances made through the years in dealing with motion in image sequences - from straightforward coar...
Main description:
This volume is the fourth in the book series, Advances in Image Communication, a series dedicated to exploring the rapidly evolving, multidisciplinary field of image communications. Each publication stands alone as a state-of-the-art reference work in its particular area of expertise. It also forms an integral part of the comprehensive overview of developments across the field, which the series offers as a whole.
Motion Analysis for Image Sequence Coding documents the technical advances made through the years in dealing with motion in image sequences - from straightforward coarse approaches to complicated algorithms. It is timely because of the unprecedented effort which is made to establish a set of international standards for the digital compression of moving pictures and television signals. These standards rely heavily on motion estimation and compensation techniques and will be exploited on a large scale in multimedia applications as well as in intelligent systems. The book will be of prime importance, not only to active engineers and researchers in the field, but also by serving as a basic educational tool.
Table of contents:
Foreword. Contents. List of Figures. List of Tables. Introduction to Image Sequence Coding. Digital picture sequences. Transmission and storage systems. Extraction and exploitation of inter-frame correlations. Types of compression methods. Coding and motion. Plan of the book. Appendices. Bibliography. Perception of Time-Varying Images. Introduction. Modelling aspects. Principal results in the visual analysis of motion. Motion perception by selective filters. Motion perception and application to coding schemes. Conclusion. Appendices. Bibliography. Two-Dimensional Motion Analysis. 2-D velocity field and optical flow. Curvilinear domain. Two-dimensional domain. Appendices. Bibliography. Motion-Compensated Predictive Coding. A note on predictive coding. Rate-distortion function. Motion-compensated prediction. Quantization of the prediction error. Information encoding. Channel errors. Appendices. Bibliography. Hybrid Coding: Motion Compensation and Orthogonal Transformation. Rate-distortion function. Quantization of transform coefficients. Data encoding. Channel error. Appendix. Bibliography. Multigrid Motion Estimation Schemes and Subband Coding. Introduction to multigrid schemes. Decomposition into subbands. Multiscale motion estimation. Multigrid motion estimation on low-pass pyramids. Multiband motion estimation on bandpass pyramids. Subband coding and motion compensation. Performance of a subband coding and motion scheme compensation. Conclusion. Appendices. Bibliography. Motion-Compensated Image Interpolation. Temporal interpolation error. Rate-distortion function. Motion estimation for interpolation. Bibliography. Motion and Structure. Application to Feature-Oriented Coding. Models and descriptors of 3-D motions. Estimation methods in the monocular case. Motion estimation methods in the binocular case. Bibliography. Applications and Standards. Principle applications in image sequence compression. Coding/decoding standards. Conclusion. Bibliography. Index.
This volume is the fourth in the book series, Advances in Image Communication, a series dedicated to exploring the rapidly evolving, multidisciplinary field of image communications. Each publication stands alone as a state-of-the-art reference work in its particular area of expertise. It also forms an integral part of the comprehensive overview of developments across the field, which the series offers as a whole.
Motion Analysis for Image Sequence Coding documents the technical advances made through the years in dealing with motion in image sequences - from straightforward coarse approaches to complicated algorithms. It is timely because of the unprecedented effort which is made to establish a set of international standards for the digital compression of moving pictures and television signals. These standards rely heavily on motion estimation and compensation techniques and will be exploited on a large scale in multimedia applications as well as in intelligent systems. The book will be of prime importance, not only to active engineers and researchers in the field, but also by serving as a basic educational tool.
Table of contents:
Foreword. Contents. List of Figures. List of Tables. Introduction to Image Sequence Coding. Digital picture sequences. Transmission and storage systems. Extraction and exploitation of inter-frame correlations. Types of compression methods. Coding and motion. Plan of the book. Appendices. Bibliography. Perception of Time-Varying Images. Introduction. Modelling aspects. Principal results in the visual analysis of motion. Motion perception by selective filters. Motion perception and application to coding schemes. Conclusion. Appendices. Bibliography. Two-Dimensional Motion Analysis. 2-D velocity field and optical flow. Curvilinear domain. Two-dimensional domain. Appendices. Bibliography. Motion-Compensated Predictive Coding. A note on predictive coding. Rate-distortion function. Motion-compensated prediction. Quantization of the prediction error. Information encoding. Channel errors. Appendices. Bibliography. Hybrid Coding: Motion Compensation and Orthogonal Transformation. Rate-distortion function. Quantization of transform coefficients. Data encoding. Channel error. Appendix. Bibliography. Multigrid Motion Estimation Schemes and Subband Coding. Introduction to multigrid schemes. Decomposition into subbands. Multiscale motion estimation. Multigrid motion estimation on low-pass pyramids. Multiband motion estimation on bandpass pyramids. Subband coding and motion compensation. Performance of a subband coding and motion scheme compensation. Conclusion. Appendices. Bibliography. Motion-Compensated Image Interpolation. Temporal interpolation error. Rate-distortion function. Motion estimation for interpolation. Bibliography. Motion and Structure. Application to Feature-Oriented Coding. Models and descriptors of 3-D motions. Estimation methods in the monocular case. Motion estimation methods in the binocular case. Bibliography. Applications and Standards. Principle applications in image sequence compression. Coding/decoding standards. Conclusion. Bibliography. Index.