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Nonlinear ModelBased Image/Video Processing and Analysis,Used
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A comprehensive survey of techniques and applications in image andvideo processing and analysisA widely varied selection of experts provides extensive coverage ofnonlinear modelbased techniques in image and video processing andanalysis. This volume not only details new techniques in stillimage and digital video but also discusses applications in computervision, multimedia, and visual information retrieval systems. Allnonlinear, modelbased techniques are detailed, and a complete anduptodate accounting of the most important and effectivealgorithms is included for every application and techniquediscussed.The applications described also include such realworld uses asmultimedia information retrieval, automatic surveillance, liptracking, and much more. Analytical techniques such as Boolean andstack filters, rational functions, mathematical morphologytechniques, and adaptive order statistic filtering receive detailedtreatment as they apply to specific uses such as image compression,segmentation, old motion picture restoration, image/videointerpolation, and noise smoothing.Chapters include:* Optimal Design of Boolean and Stack Filters and Their Applicationin Image Processing* Image Processing Using Rational Functions* Mathematical Morphology and Motion Picture Restoration* Adaptive Order Statistic Filtering of Still Images and ImageSequences* Video Segmentation Based on Multiple Features for Interactive andAutomatic Multimedia Applications* Invariant Features in Pattern RecognitionFundamentals andApplications* Image Models for Facial Feature TrackingStudents, engineers, and scientists will appreciate both the widerange of expert opinion in this comprehensive volume and thedetailed coverage of the algorithms and mathematical models used instateoftheart image and video processing.
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