DocumentCode
3086101
Title
The Application Research of Optical Flow Method in Target Volume Motion Image Registration
Author
Li, Chong-Guo ; Wang, Pei ; Lang, Jin-Yi ; Wu, Da-Ke
Author_Institution
Whole Body Gamma Knife Treatment Center, Chengdu 363 Hosp., Chengdu, China
fYear
2010
fDate
18-20 June 2010
Firstpage
1
Lastpage
4
Abstract
In this study,we have developed a three-dimensional (3D) optical flow program that includes a multi-resolution feature and applied to 3D anatomic structure and gross tumor volume (GTV) contour mapping for four-dimensional computed tomography((4D CT) data. Actual 4D CT data sets from one lung cancer patient and one esophageal tumor patient,10 phases were reconstructed per respiratory cycle respectively.On the four-dimensional (4D) data sets,a physician contoured anatomic structures and GTV on the end-inspiration phase. The motion fields calculated by 3D optical flow algorithm that includes a multi-resolution feature .The contours of lung, esophageal and tumor elastically mapped from end-expiration to all the other respiration phases using optical flow. The mapped contours in 4D CT images of lungs, esophageal,GTV and other structures for actual patient using 3D optical flow program that included multi-resolution feature are acceptable to clinicians.The 3D optical flow algorithm that includes a multi-resolution feature can be used for 4D radiation therapy to determine the ITV.
Keywords
cancer; computerised tomography; feature extraction; image motion analysis; image reconstruction; image registration; image resolution; image sequences; lung; medical image processing; pneumodynamics; tumours; 3D anatomic structure; 4D CT; 4D radiation therapy; end-expiration phase; end-inspiration phase; esophageal tumor; four-dimensional computed tomography; gross tumor volume contour mapping; image reconstruction; lung cancer; multi-resolution feature; target volume motion image registration; three-dimensional optical flow program; Biomedical applications of radiation; Cancer; Computed tomography; Data flow computing; Esophagus; Image motion analysis; Image reconstruction; Image registration; Lung neoplasms; Optical computing;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location
Chengdu
ISSN
2151-7614
Print_ISBN
978-1-4244-4712-1
Electronic_ISBN
2151-7614
Type
conf
DOI
10.1109/ICBBE.2010.5514777
Filename
5514777
Link To Document