Image registration by normalized mapping

Authors:
Qi Wang;Cuiming Zou;Yuan Yuan;Hongbing Lu;Pingkun Yan
Affiliations:
Center for OPTical IMagery Analysis and Learning (OPTIMAL), State Key Laboratory of Transient Optics and Photonics, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, ...;Faculty of Mathematics and Computer Science, Hubei University, Wuhan 430062, Hubei, PR China;Center for OPTical IMagery Analysis and Learning (OPTIMAL), State Key Laboratory of Transient Optics and Photonics, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, ...;Fourth Military Medical University, Xi'an 710032, Shaanxi, PR China;Center for OPTical IMagery Analysis and Learning (OPTIMAL), State Key Laboratory of Transient Optics and Photonics, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, ...
Venue:
Neurocomputing
Year:
2013

Citing 14
Cited 0

Orientation of 3-D Structures in Medical Images

IEEE Transactions on Pattern Analysis and Machine Intelligence
Principal Warps: Thin-Plate Splines and the Decomposition of Deformations

IEEE Transactions on Pattern Analysis and Machine Intelligence
Active shape models—their training and application

Computer Vision and Image Understanding
Level set methods: an overview and some recent results

Journal of Computational Physics
Geometry images

Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Data Driven Image Models through Continuous Joint Alignment

IEEE Transactions on Pattern Analysis and Machine Intelligence
Letters: Rigid medical image registration using PCA neural network

Neurocomputing
Multi-level non-rigid image registration using graph-cuts

ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
Registration for 3-D point cloud using angular-invariant feature

Neurocomputing
Groupwise registration by hierarchical anatomical correspondence detection

MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Least biased target selection in probabilistic atlas construction

MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Segmenting images by combining selected atlases on manifold

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
A unified information-theoretic approach to groupwise non-rigid registration and model building

IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
Efficient population registration of 3d data

CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications

Quantified Score

Hi-index	0.01

Visualization

Abstract

A new non-rigid registration method is proposed for the bladder magnetic resonance (MR) images. The key point is normalized mapping, which transforms any image into an intermediate space. Under the uniform space, those anatomical feature points of different images are corresponded by rotating and scaling. In addition, the non-rigid registration is utilized under the application of groupwise registration. By registering a set of images, an unbiased template can be obtained. Based on this template, the analysis towards the group of images can be easily conducted. Experimental results demonstrate that the proposed method can register accurately the target image to the reference image.