书目名称 | Innovations for Shape Analysis |
副标题 | Models and Algorithm |
编辑 | Michael Breuß,Alfred Bruckstein,Petros Maragos |
视频video | |
概述 | State-of-the-art research contributions by experts in the field.Many chapters emphasize a tutorial aspect on topics of broad interest in computer shape analysis and modeling.Wide range of applications |
丛书名称 | Mathematics and Visualization |
图书封面 |  |
描述 | .The concept of ‘shape‘ is at the heart of image processing and computer vision, yet researchers still have some way to go to replicate the human brain‘s ability to extrapolate meaning from the most basic of outlines. This volume reflects the advances of the last decade, which have also opened up tough new challenges in image processing. Today‘s applications require flexible models as well as efficient, mathematically justified algorithms that allow data processing within an acceptable timeframe..Examining important topics in continuous-scale and discrete modeling, as well as in modern algorithms, the book is the product of a key seminar focused on innovations in the field. It is a thorough introduction to the latest technology, especially given the tutorial style of a number of chapters. It also succeeds in identifying promising avenues for future research. The topics covered include mathematical morphology, skeletonization, statistical shape modeling, continuous-scale shape models such as partial differential equations and the theory of discrete shape descriptors. Some authors highlight new areas of enquiry such as partite skeletons, multi-component shapes, deformable shape model |
出版日期 | Book 2013 |
关键词 | numerical methods; shape analysis; shape analysis applications; shape models |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-34141-0 |
isbn_softcover | 978-3-642-44215-5 |
isbn_ebook | 978-3-642-34141-0Series ISSN 1612-3786 Series E-ISSN 2197-666X |
issn_series | 1612-3786 |
copyright | Springer-Verlag Berlin Heidelberg 2013 |