DocumentCode :
2499256
Title :
Anisotropic Contour Completion for Cell Microinjection Targeting
Author :
Becattini, Gabriele ; Mattos, Leonardo S. ; Caldwell, Darwin G.
Author_Institution :
Adv. Robot. Dept., Italian Inst. of Technol., Genova, Italy
fYear :
2010
fDate :
23-26 Aug. 2010
Firstpage :
2262
Lastpage :
2265
Abstract :
This paper shows a novel application of the diffusion tensor for anisotropic image processing. The designed system aims at spotting and localizing injection points on a population of adherent cells lying on a Petri´s dish. The overall procedure is described including pre-filtering, ridge enhancement, cell segmentation, shape analysis and injection point detection. The anisotropic contour completion (ACC) employed is equivalent to a dilation with a continuous elliptic structural element that takes into account the local orientation of the contours to be closed, preventing extension towards the normal direction. Experiments carried out on real images from an optical microscope revealed a remarkable reliability with up to 86% of cells in the field of view correctly segmented and targeted for microinjection.
Keywords :
biology computing; edge detection; filtering theory; image segmentation; shape recognition; anisotropic contour completion; anisotropic image processing; cell microinjection targeting; cell segmentation; continuous elliptic structural element; diffusion tensor; localizing injection points; ridge enhancement; shape analysis; Detectors; Heating; Image edge detection; Image segmentation; Microscopy; Pixel; Shape; cell microinjection; contour completion; edge detection; target selection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
ISSN :
1051-4651
Print_ISBN :
978-1-4244-7542-1
Type :
conf
DOI :
10.1109/ICPR.2010.554
Filename :
5596993
Link To Document :
بازگشت