Reconstruction of volumetric ultrasound panorama based on improved 3D SIFT

被引：68

作者：

Ni, Dong ^{[1
]}

Chui, Yim Pan ^{[1
]}

Qu, Yingge ^{[1
]}

Yang, Xuan ^{[1
]}

Qin, Jing ^{[1
]}

Wong, Tien-Tsin ^{[1
]}

Ho, Simon S. H. ^{[2
]}

Heng, Pheng Ann ^{[1
,3
]}

机构：

[1] Chinese Univ Hong Kong, Dept Comp Sci & Engn, Hong Kong, Hong Kong, Peoples R China

[2] Union Hosp, Hong Kong, Hong Kong, Peoples R China

[3] Chinese Univ Hong Kong, Chinese Acad Sci, Shenzhen Inst Adv Integrat Technol, Hong Kong, Hong Kong, Peoples R China

来源：

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS | 2009年 / 33卷 / 07期

关键词：

Ultrasound panorama; Ultrasound volume registration; 3D SIFT; FIELD-OF-VIEW; IMAGE REGISTRATION; OPERATORS; MR;

D O I：

10.1016/j.compmedimag.2009.05.006

中图分类号：

R318 [生物医学工程];

学科分类号：

100103 [病原生物学];

摘要：

Registration of ultrasound volumes is a key issue for the reconstruction of volumetric ultrasound panorama. In this paper, we propose an improved three-dimensional (3D) scale invariant feature transform (SIFT) algorithm to globally register ultrasound volumes acquired from dedicated ultrasound probe, where local deformations are corrected by block-based warping algorithm. Original SIFT algorithm is extended to 3D and improved by combining the SIFT detector with Rohr3D detector to extract complementary features and applying the diffusion distance algorithm for robust feature comparison. Extensive experiments have been performed on both phantom and clinical data sets to demonstrate the effectiveness and robustness of our approach. (C) 2009 Elsevier Ltd. All rights reserved.

引用

页码：559 / 566

页数：8

共 29 条

[1]

[Anonymous], 2007, P 15 ACM INT C MULTI

[2]

Bookstein F. L., 1991, Morphometric tools for landmark data, DOI DOI 10.1002/SIM.4780120711

[3]

Brown M, 2003, NINTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS I AND II, PROCEEDINGS, P1218

[4]

CHEN J, 2006, P INT C IEEE ENG MED, P1437, DOI DOI 10.1109/IEMBS.2006.260599

[5]

Gaens T, 1998, LECT NOTES COMPUT SC, V1496, P1099, DOI 10.1007/BFb0056299

[6]

Rapid registration for wide field of view freehand three-dimensional ultrasound [J].

Gee, AH ;

Treece, GM ;

Prager, RW ;

Cash, CJC ;

Berman, L .

IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (11) :1344-1357

[7]

Evaluation of 3D operators for the detection of anatomical point landmarks in MR and CT images [J].

Hartkens, T ;

Rohr, K ;

Stiehl, HS .

COMPUTER VISION AND IMAGE UNDERSTANDING, 2002, 86 (02) :118-136

[8]

Hartley R., 2004, Multiple View Geometry in Computer Vision, DOI [DOI 10.1017/CBO9780511811685, 10.1016/S0143-8166(01)00145-2]

[9]

Henrich Wolfgang, 2003, Archives of Gynecology and Obstetrics, V268, P121

[10]

A new adaptive interpolation algorithm for 3D ultrasound imaging with speckle reduction and edge preservation [J].

Huang, Qinghua ;

Zheng, Yongping ;

Lu, Minhua ;

Wang, Tianfu ;

Chen, Siping .

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2009, 33 (02) :100-110

← 1 2 3 →