Title :
Automated Recovery of the Center of Rotation in Optical Projection Tomography in the Presence of Scattering
Author :
Di Dong ; Shouping Zhu ; Chenghu Qin ; Kumar, Vipin ; Stein, J.V. ; Oehler, S. ; Savakis, C. ; Jie Tian ; Ripoll, J.
Author_Institution :
State Key Lab. of Manage. & Control for Complex Syst., Intell. Med. Res. Center, Beijing, China
Abstract :
Finding the center of rotation is an essential step for accurate 3-D reconstruction in optical projection tomography. Unfortunately, current methods are not convenient since they require either prior scanning of a reference phantom, small structures of high intensity existing in the specimen, or active participation during the centering procedure. To solve these problems this paper proposes a fast and automatic center of rotation search method making use of parallel programming in graphics processing units. Our method is based on a two step search approach making use only of those sections of the image with high signal-to-noise ratio. We have tested this method both in nonscattering ex vivo samples and in in vivo specimens with a considerable contribution of scattering such as Drosophila melanogaster pupae, recovering in all cases the center of rotation with a precision 1/4 pixel or less.
Keywords :
bio-optics; biology computing; graphics processing units; image reconstruction; optical tomography; parallel programming; phantoms; 3-D reconstruction; Drosophila melanogaster pupae; automated recovery; automatic center of rotation search method; centering procedure; graphics processing unit; nonscattering ex vivo sample; optical projection tomography; parallel programming; prior scanning; reference phantom; scattering presence; signal-to-noise ratio; two step search approach; Accuracy; Graphics processing unit; Image reconstruction; Imaging; In vivo; Optimized production technology; Scattering; Center of rotation; optical projection tomography (OPT); parallel reconstruction; scattering; Animals; Drosophila melanogaster; Image Processing, Computer-Assisted; Lymph Nodes; Mice; Phantoms, Imaging; Pupa; Rotation; Scattering, Radiation; Tomography, Optical;
Journal_Title :
Biomedical and Health Informatics, IEEE Journal of
DOI :
10.1109/TITB.2012.2219588