Digital Image Sequence Processing, Compression, and Analysis
Todd R. Reed
CRC Press, Jul 27, 2004 - Technology & Engineering - 288 pages
Digital image sequences (including digital video) are increasingly common and important components in technical applications ranging from medical imaging and multimedia communications to autonomous vehicle navigation. The immense popularity of DVD video and the introduction of digital television make digital video ubiquitous in the consumer domain.
Digital Image Sequence Processing, Compression, and Analysis provides an overview of the current state of the field, as analyzed by leading researchers. An invaluable resource for planning and conducting research in this area, the book conveys a unified view of potential directions for further industrial development. It offers an in-depth treatment of the latest perspectives on processing, compression, and analysis of digital image sequences.
Research involving digital image sequences remains extremely active. The advent of economical sequence acquisition, storage, and display devices, together with the availability of computing power, opens new areas of opportunity. This volume delivers the background necessary to understand the strengths and weaknesses of current techniques and the directions that consumer and technical applications may take over the coming decade.
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2-D motion 3-D shape A.K. Katsaggelos active contour affine affine transformation algorithm applications approach Bayesian blotch camera Circuits and Systems component compression Computer Vision Conference on Image constraint corresponding curve decoder defined denotes depth map described detection displacement encoding Equation error concealment Euler-Lagrange equation Figure film frame frequency domain function gradient HR image IEEE International Conference IEEE Transactions image plane Image Processing image segmentation image sequence interpolation JONDI keyframes layer lost block matrix method missing data mosaic motion computation motion estimation motion field motion parameters motion vectors motion-compensated Multimedia occlusion operator optical flow patch pixel planar problem Proceedings proposed reconstruction region rigid motion rotation Section Signal Processing smooth spatial structure from motion super-resolution Systems for Video techniques temporal texture tion Transactions on Circuits Transactions on Image Transactions on Pattern transmission velocity video representation video sequence video summaries visual watermark