标题:MULTISCALE DEFORMABLE REGISTRATION USING EDGE PRESERVING SCALE SPACE FOR ADAPTIVE RADIATION THERAPY
作者:Li, Dengwang; Wang, Xiuying; Wang, Hongjun; Yin, Yong; Feng, David Dagan
通讯作者:Li, D.
作者机构:[Li, Dengwang; Wang, Hongjun; Yin, Yong] Shandong Univ, Sch Informat Sci & Engn, Jinan, Peoples R China.; [Wang, Xiuying; Feng, David Dagan] Univ Sy 更多
会议名称:IEEE International Conference on Image Processing
会议日期:SEP 26-29, 2010
来源:2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING
出版年:2010
页码:4409-4412
DOI:10.1109/ICIP.2010.5653345
关键词:image registration; edge preserving; multiscale; free form deformation;; cone beam CT
摘要:Registration of planning images with daily images is an important component for adaptive radiation therapy (ART). In this paper, a multiscale deformable registration framework is proposed by combining edge preserving scale space with the free form deformation (FFD) for registration of planning computed tomography (CT) images with daily cone beam CT (CBCT) images. The edge preserving scale space which is able to select edges and contours of an image according to their geometric size is derived from the total variation model with the L1 norm (TV-L1). At each scale, the selected edges and contours are sufficiently strong to drive the deformation using the FFD grid, then the deformation fields are gained by a coarse to fine manner. Furthermore, for automated registration we design an optimal estimation of the TV-L1 parameter by minimizing the defined offset. The experiments on CT and CBCT images show accuracy and robustness when compared to traditional methods.
收录类别:CPCI-S;EI;SCOPUS
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-78651111372&doi=10.1109%2fICIP.2010.5653345&partnerID=40&md5=34d16811aead30414b139d464d0add39
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