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Titlebook: Geometric Level Set Methods in Imaging, Vision, and Graphics; Stanley Osher,Nikos Paragios Book 2003 Springer Science+Business Media New Y

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書目名稱Geometric Level Set Methods in Imaging, Vision, and Graphics
編輯Stanley Osher,Nikos Paragios
視頻videohttp://file.papertrans.cn/384/383530/383530.mp4
圖書封面Titlebook: Geometric Level Set Methods in Imaging, Vision, and Graphics;  Stanley Osher,Nikos Paragios Book 2003 Springer Science+Business Media New Y
描述Introduction Imageprocessing,computervisionandcomputergraphicsarenowestablished - search areas. Pattern recognition and arti?cial intelligence were the origins of the explorationofthespace ofimages.Simplistic digitaltechniquesusedatthe beg- ning of 60’s for gray image processing operations have been now replaced with a complex mathematical framework that aims to exploit and understand images in two and three dimensions. Advances in computing power continue to make the use and processing of visual information an important part of our lives. The evolution of these techniques was a natural outcome of the need to p- cess an emerging informationspace, the space of natural images. Images in space and time are now a critical part of many human activities. First, pictures and now video streams were used to eternalize small and signi?cant moments of our life. Entertainment including movies, TV-programs and video games are part of our every-day life where capturing, editing, understanding and transmitting images are issues to be dealt with. The medical sector is also a major area for the use of images. The evolution of the acquisition devices led to new ways of capturing information, not vis
出版日期Book 2003
關(guān)鍵詞Active contour; Image segmentation; Interpolation; Optical flow; animation; computer graphics; computer vi
版次1
doihttps://doi.org/10.1007/b97541
isbn_softcover978-1-4419-3023-1
isbn_ebook978-0-387-21810-6
copyrightSpringer Science+Business Media New York 2003
The information of publication is updating

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Deformable Models: Classic, Topology-Adaptive and Generalized Formulationsraphics, geometric design, and related areas. Unlike the Eulerian (fluid) formulations associated with level set methods, deformable models are characterized by Lagrangian (solid) formulations, three variants of which are reviewed herein.
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Morphological Global Reconstruction and Levelings: Lattice and PDE Approachesboth represent large classes of self-dual morphological reconstruction operators that exhibit both local computation and global constraints. Such operators are useful in numerous image analysis and vision tasks including edge-preserving multiscale smoothing, image simplification, feature and object
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Fast Marching Techniques for Visual Grouping & Segmentationplemented using a new multi-label fast marching algorithm. The region contours are propagated with a velocity proportional to the . probability of the respective label. Statistical tests are performed to generate the initially labeled sets. Any image feature, given it is semantically relevant, can b
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