Osher Stanley, Paragios Nikos Geometric Level Set Methods in Imaging, Vision, and Graphics 9780387954882

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Автор: Osher Stanley, Paragios Nikos
Название: Geometric Level Set Methods in Imaging, Vision, and Graphics
Перевод названия: Стэнли Ошер: Геометрические многоуровневые методы в отображении, черчении и графике
ISBN: 9780387954882
Издательство: Springer
Классификация:

Прикладная математика

Математика для специалистов в области теории вычислительных систем

Машинное зрение

Обработка изображений

ISBN-10: 0387954880
Обложка/Формат: Hardback
Страницы: 542
Вес: 0.90 кг.
Дата издания: 15.08.2003
Язык: English
Иллюстрации: 181 black & white illustrations, 10 black & white tables, biography
Размер: 24.03 x 16.71 x 3.02
Читательская аудитория: Postgraduate, research & scholarly
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: The topic of level sets is currently very timely and useful for creating realistic 3-D images and animations. They are powerful numerical techniques for analyzing and computing interface motion in a host of application settings. In computer vision, it has been applied to stereo and segmentation, whereas in graphics it has been applied to the postproduction process of in-painting and 3-D model construction.Osher is co-inventor of the Level Set Methods, a pioneering framework introduced jointly with James Sethian from the University of Berkeley in 1998. This methodology has been used up to now to provide solutions to a wide application range not limited to image processing, computer vision, robotics, fluid mechanics, crystallography, lithography, and computer graphics.The topic is of great interest to advanced students, professors, and R&D professionals working in the areas of graphics (post-production), video-based surveillance, visual inspection, augmented reality, document image processing, and medical image processing. These techniques are already employed to provide solutions and products in the industry (Cognitech, Siemens, Philips, Focus Imaging). An essential compilation of survey chapters from the leading researchers in the field, emphasizing the applications of the methods. This book can be suitable for a short professional course related with the processing of visual information.
Дополнительное описание: Формат: 235x155
Илюстрации: 195
Круг читателей: Researchers, R&D professionals
Ключевые слова:
Язык: eng
Оглавление: * Level set methods * Deformable models * Fast methods for implicit active contour models * Fast edge integration * Variational snake theory * Multiplicative denoising and deblurring * Total varation minimization for scalar/vector regularization * Morphological global reconstruction and levelings * Fast marching techniques for visual grouping and segmentation * Multiphase object detection and image segmentation * Adaptive segmentation of vector-valued images * Mumford-Shah for segmentation and stereo * Shape analysis toward model-based segmentation * Joint image registration and segmentation * Image alignment * Variational principles in optical flow estimation and tracking * Region matching and tracking under deformations or occlusions * Computational stereo * Visualization, analysis and shape reconstruction of sparse data * Variational problems and partial differential equations on implicit surfaces * Knowledge-based segmentation of medical images * Topology preserving geometric deformable models for brain reconstruction * Editing geometric models * Simulating natural phenomena

Geometric Level Set Methods in Imaging, Vision, and Graphics, Osher Stanley, Paragios Nikos