A binary level set model and some applications to Mumford-Shah image segmentation

• Main Authors: Lie, Johan, Lysaker, Marius, Tai, Xue Cheng
• 其他作者: School of Physical and Mathematical Sciences
• 格式: Article
• 語言: English
• 出版: 2009
• 主題: DRNTU::Science::Mathematics::Applied mathematics::Numerical analysis; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• 在線閱讀: https://hdl.handle.net/10356/91725; http://hdl.handle.net/10220/4597; http://sfxna09.hosted.exlibrisgroup.com:3410/ntu/sfxlcl3?sid=metalib:EVII&id=doi:10.1109/TIP.2005.863956&genre=&isbn=&issn=10577149&date=2006&volume=15&issue=5&spage=1171&epage=1181&aulast=Lie&aufirst=%20Johan&auinit=&title=IEEE%20Transactions%20on%20Image%20Processing&atitle=A%20binary%20level%20set%20model%20and%20some%20applications%20to%20Mumford%2DShah%20image%20segmentation

In this paper, we propose a PDE-based level set method. Traditionally, interfaces are represented by the zero level set of continuous level set functions. Instead, we let the interfaces be represented by discontinuities of piecewise constant level set functions. Each level set function can at conver...