Title :
Implementation of watershed transform on OSSC toolbox SciMM
Author :
Yang, Xiaohui ; Lin, Xiaoping ; Zhan, Yinwei
Author_Institution :
Fac. of Comput., Guangdong Univ. of Technol., Guangzhou, China
Abstract :
Mathematical morphology is a nonlinear filtering method that can be used in noise suppression, feature extraction, edge detection, image segmentation and other image processing problems. Thanks to the powerful ability of matrix computation provided by the OSSC (Open-source Software for Scientific Computation), we can establish a professional mathematical morphology toolbox. During the past years, our team has dedicated to a mathematical morphology toolbox on Scilab called SciMM toolbox. In this paper, we focus on the latest progress of SciMM. A new image segmentation function based on watershed transform is added to SciMM, which is coded with C as a dynamic link library that can be called by Scilab script through the interface function. The toolbox´s folder hierarchy is then re-organized according to the newest guideline of making a Scilab toolbox. Some functions are improved for better efficiency, esting results.
Keywords :
image segmentation; dynamic link library; image segmentation function; interface function; mathematical morphology; matrix computation; nonlinear filtering method; open source software for scientific computation; professional mathematical morphology toolbox; watershed transform; Application software; Floods; Image segmentation; Libraries; Morphology; Transforms; XML; Mathematical morphology; SciMM toolbox; Scilab; watershed;
Conference_Titel :
Open-Source Software for Scientific Computation (OSSC), 2011 International Workshop on
Conference_Location :
Beijing
Print_ISBN :
978-1-61284-492-3
DOI :
10.1109/OSSC.2011.6184694