Title :
A novel tracing method for the segmentation of cell wall networks
Author :
De Vylder, Jonas ; Rooms, Filip ; Dhondt, Stijn ; Inze, Dirk ; Philips, Wilfried
Author_Institution :
Dept. of Telecommun. & Inf. Process., Ghent Univ., Ghent, Belgium
Abstract :
Cell wall networks are a common subject of research in biology, which are important for plant growth analysis, organ studies, etc. In order to automate the detection of individual cells in such cell wall networks, we propose a new segmentation algorithm. The proposed method is a network tracing algorithm, exploiting the prior knowledge of the network structure. The method is applicable on multiple microscopy modalities such as fluorescence, but also for images captured using non invasive microscopes such as differential interference contrast (DIC) microscopes.
Keywords :
biological techniques; biology computing; cellular biophysics; fluorescence; image segmentation; optical microscopy; cell wall network segmentation; differential interference contrast microscopes; fluorescence; individual cell detection; multiple microscopy modalities; network tracing algorithm; noninvasive microscopes; tracing method; Algorithm design and analysis; Image edge detection; Image segmentation; Microscopy; Optical microscopy; Organisms;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6610778