Title :
Determination of the mechanoelastic properties of parasites via analysis of their microscopic images
Author :
Arabadjis, D. ; Rousopoulos, P. ; Papaodysseus, C. ; Panagopoulos, M. ; Loumou, P. ; Theodoropoulos, G.
Author_Institution :
Nat. Tech. Univ. of Athens, Athens
Abstract :
A novel methodology is introduced here that exploits microscopic images of domestic animalspsila parasites in arbitrary deformation instances, so as to verify assumptions about their mechanoelastic properties. The obtained knowledge of these properties manifests parasite body characteristics that are deformation invariant, thus allowing for unwrapping them. Next, we have stated differential equations that govern the parasite body deformation and we have solved them by performing a set of equivalent image operations on the deformed body images. This process furnishes the parasite undeformed version from its deformed image. The method has been applied to a dataset of 193 microscopic images of highly deformed parasites. It is demonstrated that different orientations and deformations of the same parasite give rise to practically the same undeformed shape, thus confirming the consistency of the approach.
Keywords :
biology computing; biomechanics; differential equations; elasticity; image processing; microorganisms; differential equations; domestic animals; mechanoelastic properties; microscopic images; parasite body deformation; Animals; Data mining; Differential equations; Elasticity; Image analysis; Mechanical factors; Microscopy; Pattern recognition; Shape; Stress;
Conference_Titel :
BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-2844-1
Electronic_ISBN :
978-1-4244-2845-8
DOI :
10.1109/BIBE.2008.4696804