A Statistics-Based Approach to Binary Image Registration with Uncertainty Analysis

2007 ◽  
Vol 29 (1) ◽  
pp. 112-125 ◽  
Author(s):  
Katherine M. Simonson ◽  
Steven M. Drescher ◽  
Franklin R. Tanner
Keyword(s):  
Image Registration ◽  
Uncertainty Analysis ◽  
Binary Image

BINARY IMAGE REGISTRATION BASED ON GEOMETRIC MOMENTS: APPLICATION TO THE REGISTRAION OF 3D SEGMENTED CT HEAD IMAGES

2012 ◽  
Vol 12 (02) ◽  
pp. 1250009 ◽  
Author(s):  
GRIBAA NEJLA ◽  
NOBLET VINCENT ◽  
KHLIFA NAWRES ◽  
FAISAN SYLVAIN ◽  
HAMROUNI KAMEL
Keyword(s):  
Image Registration ◽  
Human Head ◽  
Binary Image ◽  
Registration Method ◽  
Binary Images ◽  
Matching Process ◽  
Geometric Moments ◽  
Ct Head ◽  
Scan Data

In this paper, we present a binary image registration strategy for the registration of segmented CT scan data of the human head. For the characterization of the 3D skull binary images we adopt a powerful representation of the binary images: the geometric moment invariants (GMIs). They provide pertinent and discriminant information related to the geometry of the binary objects, thereby leading to match points which have similar geometric properties, and also to enhance the quality of the matching process. For the registration algorithm we propose to use the topology-preserving B-spline-based registration method proposed by Noblet et al. for the registration of MRI head images. The algorithm has proven its efficiency and high registration precision. Since the information carried out by the different GMIs is complementary, we study and discuss the importance of combining various GMIs to better guide the matching process. Results obtained using synthetic deformation fields highlight the promising performance of the strategy.

scholarly journals Uncertainty analysis of MR-PET image registration for precision neuro-PET imaging

NeuroImage ◽  
2021 ◽  
Vol 232 ◽  
pp. 117821
Author(s):  
Pawel J. Markiewicz ◽  
Julian C. Matthews ◽  
John Ashburner ◽  
David M. Cash ◽  
David L. Thomas ◽  
...  
Keyword(s):  
Image Registration ◽  
Uncertainty Analysis ◽  
Pet Imaging

Binary image registration using cellular simultaneous recurrent networks

2009 ◽  
Author(s):  
Keith Anderson ◽  
Khan Iftekharuddin ◽  
Paul Kim
Keyword(s):  
Image Registration ◽  
Binary Image ◽  
Recurrent Networks

Comparative study of NOTES alone vs. NOTES guided by a new image registration system for navigation in the mediastinum: A study in a porcine model

Endoscopy ◽  
2012 ◽  
Vol 44 (10) ◽  
Author(s):  
H Córdova ◽  
R San José Estépar ◽  
A Rodríguez-D'Jesús ◽  
G Martínez-Pallí ◽  
P Arguis ◽  
...  
Keyword(s):  
Image Registration ◽  
Comparative Study ◽  
Porcine Model ◽  
Registration System
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