By T. S. Huang
The processing of snapshot sequences has a extensive spectrum of significant applica tions together with objective monitoring, robotic navigation, bandwidth compression of television conferencing video indications, learning the movement of organic cells utilizing microcinematography, cloud monitoring, and road site visitors tracking. picture series processing comprises a large number of facts. although, as a result of the growth in desktop, LSI, and VLSI applied sciences, we've got reached a level whilst many helpful processing projects may be performed in a cheap period of time. therefore, learn and improvement actions in snapshot series research have lately been becoming at a quick speed. An IEEE computing device Society Workshop on computing device research of Time-Varying Imagery was once held in Philadelphia, April 5-6, 1979. A similar exact factor of the IEEE Transactions on development Anal ysis and computing device Intelligence was once released in November 1980. The IEEE Com puter journal has additionally released a distinct factor at the topic in 1981. the aim of this ebook is to survey the sphere of picture series research and to debate extensive a few vital chosen themes. The seven chap ters fall into different types. Chapters 2, three, and seven are complete surveys on, respectively, the entire box of snapshot series research, effective coding of photo sequences, and the processing of scientific picture sequences. In Chapters 1, four, five, and six the authors current quite often result of their very own study on, respectively, movement estimation, noise relief in snapshot sequences, relocating item extraction, and occlusion.
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Army Research office under Contract DAAG-29-79-C-0200 at Purdue University. References 1. 1 D. F. Ba rbe (e d. ): Very Large Sca Ze In tegra tion VLSI. 2 F. Rocca: "TV Bandwidth Compression Utilizing Frame-to-Frame Correlation and Movement Compensation", in Pic-tu:r>e Bandwidth Compression, ed. S. J. 3 C. Cafforio, F. Rocca: "Tracking moving objects in TV images," Signal Proc. 4 J. Limb, J. Murphy: Estimating the velocity of moving images in TV signals. Comput. Graph. Image Proc. 5 A. Netravali, J.
G. PAL to NTSC - from a high spatial resolution mode in stationary image areas to a lower spatial resolution mode in nonstationary image areas. The latter mode avoided disturbing effects at the contours of moving object images. MIYAHARA 75 subjectively assessed the degradation of picture quality due to blur in subimages which corresponded to moving objects. 5. The displacement between two consecutive frames which could just be perceived in these experiments turned out to be about one third of the horizontal or vertical spacing between pixel centers.
7 D. F. A. Y. S. Huang: "Three-Dimensional Motion Estimation", Proc. 9 T. Newman: "Video Target Tracking by Lie Algebra Techniques", Proc. J. D. Thesis, Dept. of Elec. , Univ. K. S. Huang: "Matching of Relation Structures and Its Application to Image Processing"; Tech. , School of Elec. H. Nagel The analysis of image sequences has only recently been recognized as a research area in its own right. A lot of isolated experience, however, had already been accumulated in various application-oriented investigations.
Image Sequence Analysis by T. S. Huang