Optimal mass transport and image registration

被引：8

作者：

Haker, S ^{[1
]}

Tannenbaum, A ^{[1
]}

机构：

[1] Brigham & Womens Hosp, Dept Radiol, Surg Planning Lab, Boston, MA 02115 USA

来源：

IEEE WORKSHOP ON VARIATIONAL AND LEVEL SET METHODS IN COMPUTER VISION, PROCEEDINGS | 2001年

关键词：

D O I：

10.1109/VLSM.2001.938878

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Image registration is the process of establishing a common geometric reference frame between two or more data sets from the same or different imaging modalities possibly taken at different times. In the context of medical imaging and in particular image guided therapy, the registration problem consists of finding automated methods that align multiple data sets with each other and with the patient. In this paper we propose a method of elastic registration based on the Monge-Kantorovich problem of optimal mass transport.

引用

页码：29 / 36

页数：8

共 50 条

[31] An Optimal Control Approach for the Registration of Image Time-Series
Niethammer, Marc
Hart, Gabriel L.
Zach, Christopher
PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 2427 - 2434
[32] Elastic medical image registration based on spring mass system
School of Computer Science and Technology, Tianjin University, Tianjin 300072, China
Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao, 2007, 3 (351-355+360):
[33] Mass Transportation for Deformable Image Registration with Application to Lung CT
Papiez, Bartlomiej W.
Brady, Michael
Schnabel, Julia A.
MOLECULAR IMAGING, RECONSTRUCTION AND ANALYSIS OF MOVING BODY ORGANS, AND STROKE IMAGING AND TREATMENT, 2017, 10555 : 66 - 74
[34] Optimal Mass Transport over the Euler Equation
Yan, Charlie
Nodozi, Iman
Halder, Abhishek
2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDC, 2023, : 6819 - 6826
[35] The optimal mass transport problem for relativistic costs
Jérôme Bertrand
Marjolaine Puel
Calculus of Variations and Partial Differential Equations, 2013, 46 : 353 - 374
[36] VECTOR-VALUED OPTIMAL MASS TRANSPORT
Chen, Yongxin
Georgiou, Tryphon T.
Tannenbaum, Allen
SIAM JOURNAL ON APPLIED MATHEMATICS, 2018, 78 (03) : 1682 - 1696
[37] A Vectorial Approach to Unbalanced Optimal Mass Transport
Zhu, Jiening
Elkin, Rena
Oh, Jung Hun
Deasy, Joseph O.
Tannenbaum, Allen
IEEE ACCESS, 2020, 8 : 209224 - 209231
[38] Texture Mapping via Optimal Mass Transport
Dominitz, Ayelet
Tannenbaum, Allen
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2010, 16 (03) : 419 - 433
[39] Optimal Mass Transport for Shape Matching and Comparison
Su, Zhengyu
Wang, Yalin
Shi, Rui
Zeng, Wei
Sun, Jian
Luo, Feng
Gu, Xianfeng
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 37 (11) : 2246 - 2259
[40] A new L∞ estimate in optimal mass transport
Bouchitte, G.
Jimenez, C.
Rajesh, M.
PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY, 2007, 135 (11) : 3525 - 3535

← 1 2 3 4 5 →