Title :
Multi-directional alignment method for three-dimensional optical coherence tomographic images
Author :
Takeno, Naoki ; Kagotani, Kosuke ; Tsuruoka, Shinji ; Kawanaka, Hiroharu ; Takase, Haruhiko ; Matsubara, Hisashi ; Okuyama, Fumio ; Yagami, Hisanori
Author_Institution :
Grad. Sch. of Eng., Mie Univ., Tsu, Japan
Abstract :
We propose a new alignment method for three-dimensional optical coherence tomography (OCT) images. Recently, OCT devices have been developed that can capture three-dimensional tomographic images of retina non-contactly and non-invasively. However, eye movement artifacts in scanning make 3D reconstruction and 3D image processing difficult. In this paper, we propose a method to search the best position automatically by using normalized correlation in two directions (vertical and horizontal directions). This paper applied the proposed method to 7 OCT image sets (4 sets of normal retinal images and 3 sets of abnormal retinal images). The generated images by the proposed method are smoother about 11.9 % than that by the previous method.
Keywords :
biomedical optical imaging; eye; image reconstruction; medical image processing; optical correlation; optical tomography; 3D image processing; 3D optical coherence tomographic images; 3D reconstruction; OCT devices; eye movement artifacts; horizontal directions; multidirectional alignment method; normalized correlation; vertical directions; Optical imaging; Alignment Method; Macular; Optical Coherence Tomography (OCT); Retina;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-1713-9
Electronic_ISBN :
978-1-4673-1712-2
DOI :
10.1109/ICSMC.2012.6377937