DocumentCode
3187079
Title
Purkinje cell 3D reconstruction and visualization system
Author
Agaian, Sos S. ; McClendon, Stephen A.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Texas at San Antonio, San Antonio, TX, USA
fYear
2010
fDate
10-13 Oct. 2010
Firstpage
1689
Lastpage
1696
Abstract
This paper presents a new system that reconstructs and visualizes 3D Purkinje cells (neurons) from two-photon microscopy images. The main components of the system are nonlinear diffusion filtering for denoising of each two-photon microscopy slice, increasing the image resolution of each Purkinje cell slice, global image enhancement of each slice as well as local pixel based image enhancement of each slice. Finally, 3D reconstruction and visualization of the Purkinje cell is accomplished using ImageJ. Computer simulations will illustrate the elucidated improvements over the original Purkinje cell images. Specifically, the presented system brought out hidden dendrite branches and allowed for a clearer picture of the entire Purkinje cell.
Keywords
filtering theory; image denoising; image enhancement; image reconstruction; image resolution; ImageJ; Purkinje cell 3D reconstruction; Purkinje cell 3D visualization system; Purkinje cell slice; global image enhancement; hidden dendrite branches; image resolution; local pixel based image enhancement; nonlinear diffusion filtering; two-photon microscopy images; two-photon microscopy slice denoising; Artificial neural networks; Image edge detection; Interpolation; Pixel; 3D reconstruction system; Purkinje cell visualization; global image enhancement; local pixel based image enhancement; nonlinear diffusion filtering;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1062-922X
Print_ISBN
978-1-4244-6586-6
Type
conf
DOI
10.1109/ICSMC.2010.5642316
Filename
5642316
Link To Document