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|Title:||Recovery of 3D pose of bones in single 2D X-ray images|
|Source:||Bhunre, P.K.,Leow, W.K.,Howe, T.S. (2007). Recovery of 3D pose of bones in single 2D X-ray images. Proceedings - IEEE Workshop on Applications of Computer Vision, WACV 2007. ScholarBank@NUS Repository. https://doi.org/10.1109/WACV.2007.54|
|Abstract:||Estimation of the 3D pose of bones in 2D images plays an important role in computer-assisted diagnosis and surgery. Existing work has focused on registering a 3D model of the bone to the images of the same bone. This approach incurs a high health care cost on the patients, and are prescribed only for certain procedures. Such computer assistance is not routinely available to diagnostic and surgical procedures that involve only x-ray images, limiting the precision of the procedures. This paper proposes a method for recovering 3D pose by registering a generic 3D model of a bone to single x-ray images of different patients. It can perform 3D-2D registration with unknown correspondence automatically. Comprehensive test results show that the method is accurate and robust in recovering the pose of femurs in the x-ray images of different patients. © 2007 IEEE.|
|Source Title:||Proceedings - IEEE Workshop on Applications of Computer Vision, WACV 2007|
|Appears in Collections:||Staff Publications|
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